Spatiotemporal Modeling of Radiopharmaceutical Transport in Solid Tumors: Application to 177Lu-PSMA Therapy of Prostate Cancer
A Piranfar, M Soltani, FM Kashkooli, CF Uribe, A Rahmim
Computer Methods and Programs in Biomedicine, 108004, 2024

⁴⁴ᶢSc production using a water target on a 13 MeV cyclotron
C Hoehr, E Paulßen, F Benard, CJ Lee, X Hou, B Badesso, S Ferguson, ...

A scanning focus nuclear microscope with multi-pinhole collimation
H Li, W Wang, KY Park, J Tanguay, X Hou, K Buckley

Impact of image reconstruction method on dose distributions derived from90Y PET images: phantom and liver radioembolization patient studies
X Hou, H Ma, PL Esquinas, CF Uribe, S Tolhurst, F Bénard, D Liu, ...
Physics in medicine and biology, 0
Production of Y-86 and other radiometals for research purposes using a solution target system
E Paulßen, C Hoehr, X Hou, V Hanemaayer, S Zeisler, MJ Adam, TJ Ruth, ...

Improved Photon Propagation Modeling and Image Reconstruction in Fluorescence Molecular Tomography
Y Zhu

Generative adversarial networks for anomaly detection in biomedical imaging: A study on 7 medical image datasets
M Esmaeili, A Toosi, A Roshanpoor, V Changizi, M Ghazisaeedi, ...
IEEE Access, 2023
Lu SPECT Imaging in the Presence of Y: Does Y Degrade Image Quantification? A Simulation Study
C Miller, C Uribe, X Hou, A Rahmim, A Celler
arXiv preprint arXiv:2301.10870, 2023
Impact of harmonization and oversampling methods on radiomics analysis of multi-center imbalanced datasets: Application to PET-based prediction of lung cancer subtypes
D Du, I Shiri, F Yousefirizi, MR Salmanpour, J Lv, HQ Wu, WT Zhu, H Zaidi, ...
Towards Single Time Point Image-Based Dosimetry of 177Lu-PSMA-617 Therapy
J Brosch-Lenz, A Delker, F Völter, LM Unterrainer, L Kaiser, P Bartenstein, ...
Journal of Nuclear Medicine, 2023
Digital Twins for Personalized Healthcare: Application to Radiopharmaceutical Therapies
H Abdollahi, A Rahmim
Frontiers in Biomedical Technologies, 2023
Multi-Scale Temporal Imaging: From Micro- and Meso- to Macro-scale-time Nuclear Medicine
F Farhadi, JR Rajagopal, EM Veziroglu, H Abdollahi, I Shiri, M Nikpanah, ...
PET Clinics 18 (1), 135-148, 2023
Reducing scan time using time-of-flight protocol in clinical [18F] FDG-PET/CT imaging: A feasibility study
R Sharifpour, P Ghafarian, M Bakhshayesh-Karam, CF Uribe, A Rahmim, ...
Iranian Journal of Nuclear Medicine 31 (1), 1-10, 2023
Joint EANM/SNMMI guideline on radiomics in nuclear medicine: Jointly supported by the EANM Physics Committee and the SNMMI Physics, Instrumentation and Data Sciences Council
M Hatt, AK Krizsan, A Rahmim, TJ Bradshaw, PF Costa, A Forgacs, ...
European Journal of Nuclear Medicine and Molecular Imaging 50 (2), 352-375, 2023
Lu SPECT Imaging in the Presence of Y: Does Y Degrade Image Quantification? A Simulation Study
C Miller, C Uribe, X Hou, A Rahmim, A Celler
arXiv preprint arXiv:2301.10870, 2023
Functional-structural Sub-region Graph Convolutional Network (FSGCN): Application to the Prognosis of Head and Neck Cancer with PET/CT imaging
W Lv, Z Zhou, J Peng, L Peng, G Lin, H Wu, H Xu, L Lu
Computer Methods and Programs in Biomedicine, 107341, 2023
Stimuli-sensitive nano-drug delivery with programmable size changes to enhance accumulation of therapeutic agents in tumors
M Souri, M Kiani Shahvandi, M Chiani, F Moradi Kashkooli, A Farhangi, ...
Drug Delivery 30 (1), 2186312, 2023
A Guide to Cross-Validation for Artificial Intelligence in Medical Imaging
TJ Bradshaw, Z Huemann, J Hu, A Rahmim
Radiology: Artificial Intelligence, e220232, 2023
Radiomics and dosiomics-based prediction of radiotherapy-induced xerostomia in head and neck cancer patients
H Abdollahi, T Dehesh, N Abdalvand, A Rahmim
International Journal of Radiation Biology, 1-18, 2023
Deep versus Handcrafted Tensor Radiomics Features: Prediction of Survival in Head and Neck Cancer Using Machine Learning and Fusion Techniques
MR Salmanpour, SM Rezaeijo, M Hosseinzadeh, A Rahmim
Diagnostics 13 (10), 1696, 2023
Prediction of Cognitive Decline in Parkinson’s Disease Using Clinical and DAT SPECT Imaging Features, and Hybrid Machine Learning Systems
M Hosseinzadeh, A Gorji, A Fathi Jouzdani, SM Rezaeijo, A Rahmim, ...
Diagnostics 13 (10), 1691, 2023
Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss
Y Xu, I Klyuzhin, S Harsini, A Ortiz, S Zhang, F Bénard, R Dodhia, ...
Computers in Biology and Medicine 158, 106882, 2023
Artificial Intelligence Algorithms Need to Be Explainable—or Do They?
TJ Bradshaw, MD McCradden, AK Jha, J Dutta, B Saboury, EL Siegel, ...
Journal of Nuclear Medicine, 2023
Clinician-interactive AI for RECIST measurements in CT imaging
L Polson, IS Klyuzhin, R Yuan, M Martin, I Shiri, H Zaidi, CF Uribe, ...
Medical Imaging 2023: Physics of Medical Imaging 12463, 780-784, 2023
Multicenter quantitative 18F-fluorodeoxyglucose positron emission tomography performance harmonization: use of hottest voxels towards more robust quantification
H Vosoughi, M Momennezhad, F Emami, M Hajizadeh, A Rahmim, ...
Quantitative Imaging in Medicine and Surgery 13 (4), 2218, 2023
Revisiting the supervision level in semi-supervised learning for automated tumor segmentation: application to lymphoma FDG PET imaging
F Yousefirizi, I Bloise, A Toosi, CF Uribe, A Rahmim
Medical Imaging 2023: Image Processing 12464, 756-761, 2023
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset
S Ahamed, Y Xu, I Bloise, HO Joo, CF Uribe, R Dodhia, JL Ferres, ...
Medical Imaging 2023: Image Processing 12464, 393-402, 2023
State-of-the-art object detection algorithms for small lesion detection in PSMA PET: use of rotational maximum intensity projection (MIP) images
A Toosi, S Harsini, S Ahamed, F Yousefirizi, F Bénard, C Uribe, A Rahmim
Medical Imaging 2023: Image Processing 12464, 771-778, 2023
Observer study-based evaluation of TGAN architecture used to generate oncological PET images
R Fedrigo, F Yousefirizi, Z Liu, AK Jha, RV Bergen, JF Rajotte, RT Ng, ...
Medical Imaging 2023: Image Perception, Observer Performance, and Technology …, 2023
Development of novel and low-cost readout electronics for large FOV gamma camera detector
A Radnia, A Alikhani, B Teimourian, MY Nejad, MH Farahani, F Pashaei, ...
A U-Net convolutional neural network with multiclass Dice loss for automated segmentation of tumors and lymph nodes from head and neck cancer PET/CT images
S Ahamed, L Polson, A Rahmim
Head and Neck Tumor Segmentation and Outcome Prediction: Third Challenge …, 2023
Deep learning and machine learning techniques for automated PET/CT segmentation and survival prediction in head and neck cancer
MR Salmanpour, G Hajianfar, M Hosseinzadeh, SM Rezaeijo, ...
Head and Neck Tumor Segmentation and Outcome Prediction: Third Challenge …, 2023
Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features
MR Salmanpour, M Hosseinzadeh, M Bakhtiyari, M Maghsudi, A Rahmim
International Journal of Imaging Systems and Technology, 2023
Super-resolution reconstruction of γ-ray CT images for PET-enabled dual-energy CT imaging
Y Zhu, BA Spencer, Z Xie, EK Leung, R Bayerlein, N Omidvari, SR Cherry, ...
Medical Imaging 2023: Physics of Medical Imaging 12463, 291-296, 2023
Prognostic value of 18F-FDG PET/CT-based radiomics combining dosiomics and dose volume histogram for head and neck cancer
B Wang, J Liu, X Zhang, Z Wang, Z Cao, L Lu, W Lv, A Wang, S Li, X Wu, ...
EJNMMI research 13 (1), 1-13, 2023
Multimodality radiomics analysis based on [18F]FDG PET/CT imaging and multisequence MRI: application to nasopharyngeal carcinoma prognosis
H Xu, W Lv, H Zhang, Q Yuan, Q Wang, Y Wu, L Lu
European Radiology, 1-12, 2023
Impact of Aggregation Methods for Texture Features on Their Robustness Performance: Application to Nasopharyngeal 18F-FDG PET/CT
L Peng, H Xu, W Lv, L Lu, W Chen
Cancers 15 (3), 932, 2023
Radiomics Predictive Modeling from Dual-Time-Point FDG PET Ki Parametric Maps: Application to Chemotherapy Response in Lymphoma
R Samimi, I Shiri, Y Ahmadyar, J van den Hoff, A Kamali-Asl, A Rezaee, ...
Information fusion for fully automated segmentation of head and neck tumors from PET and CT images
I Shiri, M Amini, F Yousefirizi, A Vafaei Sadr, G Hajianfar, Y Salimi, ...
Medical Physics, 2023
CT radiomics analysis of primary colon cancer patients with or without liver metastases: a correlative study with [18F]FDG PET uptake values
B Ahmed, P Sheikhzadeh, V Changizi, M Abbasi, Y Soleymani, W Sarhan, ...
Abdominal Radiology, 1-13, 2023
Fusion-based Tensor Radiomics using Reproducible Features: Application to Survival Prediction in Head and Neck Cancer
MR Salmanpour, M Hosseinzadeh, SM Rezaeijo, A Rahmim
Computer Methods and Programs in Biomedicine, 107714, 2023
Machine learning in the positron emission tomography imaging of Alzheimer’s disease
C Ayubcha, SB Singh, KH Patel, A Rahmim, J Hasan, L Liu, T Werner, ...
Nuclear Medicine Communications, 10.1097, 2023
177Lu-PSMA-617 Transport in Solid Tumors via a 3D Image-based Spatio-temporal Model
A Piranfar, M Soltani, F Kashkooli, W Zhan, A Bhandari, A Rahmim
Journal of Nuclear Medicine, 2023
A GATE simulation study for dosimetry in cancer cell and micrometastasis from the 225Ac decay chain
H Koniar, C Miller, A Rahmim, P Schaffer, C Uribe
EJNMMI Physics 10 (1), 1-16, 2023
Prediction of Parkinson’s disease pathogenic variants using hybrid Machine learning systems and radiomic features
G Hajianfar, S Kalayinia, M Hosseinzadeh, S Samanian, M Maleki, ...
Physica Medica 113, 102647, 2023
Ethical Considerations for Artificial Intelligence in Medical Imaging: Deployment and Governance
J Herington, MD McCradden, K Creel, R Boellaard, EC Jones, AK Jha, ...
Journal of Nuclear Medicine, 2023
Standardized Radiomics Analysis of Clinical Myocardial Perfusion Stress SPECT Images to Identify Coronary Artery Calcification
S Ashrafinia, P Dalaie, TH Schindler, MG Pomper, A Rahmim
Cureus 15 (8), 2023
Radiopharmaceutical therapy on-a-chip: a perspective on microfluidic-driven digital twins towards personalized cancer therapies
H Abdollahi, B Saboury, M Soltani, K Shi, C Uribe, A Rahmim
Science bulletin, S2095-9273 (23) 00524-8, 2023
PyTomography: A Python Library for Quantitative Medical Image Reconstruction
L Polson, R Fedrigo, C Li, M Sabouri, O Dzikunu, S Ahamed, A Rahmim, ...
arXiv preprint arXiv:2309.01977, 2023
Neural blind deconvolution for simultaneous partial volume correction and super-sampling of PSMA PET images
C Sample, A Rahmim, C Uribe, F Bénard, J Wu, H Clark
arXiv preprint arXiv:2309.00590, 2023
Prediction of Parkinson’s Disease Pathogenic Variants via Semi-Supervised Hybrid Machine Learning Systems, Clinical Information and Radiomics Features
S Kalayinia, G Hajianfar, T Talebi, S Samanian, M Hosseinzadeh, ...
Journal of Nuclear Medicine 64 (supplement 1), P1154-P1154, 2023
Towards harmonized 18F-PSMA PET imaging: design and early results from a multi-center, multi-vendor phantom study
R Fedrigo, R Coope, JCK Cheng, C English, L Polson, V Sossi, ...
Journal of Nuclear Medicine 64 (supplement 1), P533-P533, 2023
ViSERA: Visualized & Standardized Environment for Radiomics Analysis
MR Salmanpour, M Hosseinzadeh, SM Rezaeijo, S Ashrafinia, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1131-P1131, 2023
Tensor Deep versus Radiomics Features: Lung Cancer Outcome Prediction using Hybrid Machine Learning Systems
MR Salmanpour, M Hosseinzadeh, N Sanati, AF Jouzdani, A Gorji, ...
Journal of Nuclear Medicine 64 (supplement 1), P1174-P1174, 2023
Computing S-values for bone-marrow dose estimation in rodents
M Obaid, A Rahmim, W Segars, J Brosch-Lenz, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P1194-P1194, 2023
Effect of Heterogeneous Capillary Networks in Solid Tumors on Standardized 18F-FMISO Uptake Values: A Novel Spatiotemporal Model
MA Abazari, M Soltani, FM Kashkooli, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P814-P814, 2023
The PET Raw Data Standardization Initiative
K Thielemans, E ASMA, M Cook, M Hansen, J Jones, N Karakatsanis, ...
Journal of Nuclear Medicine 64 (supplement 1), P687-P687, 2023
Multiscale dosimetric and radiobiological modeling for radiopharmaceutical therapy (RPT), Part 3: Considerations at different temporal scales
C Uribe, E Roncali, L Strigari, J Brosch-Lenz, A Rahmim, B Saboury, ...
Journal of Nuclear Medicine 64 (supplement 1), P463-P463, 2023
A study of classification neural networks trained on axial, coronal and sagittal PET/CT slices and their weighted ensembles
S Ahamed, Y Xu, I Shiri, F Yousefirizi, C Uribe, W Weeks, R Dodhia, ...
Journal of Nuclear Medicine 64 (supplement 1), P1357-P1357, 2023
Multiscale dosimetric and radiobiological modeling for radiopharmaceutical therapy (RPT), Part 4: digital twins for optimized RPT and their ethical and regulatory dimensions
L Strigari, E Roncali, T Yusufaly, J Brosch-Lenz, G El Fakhri, P Heidari, ...
Journal of Nuclear Medicine 64 (supplement 1), P451-P451, 2023
Pretreatment 18F-FDG PET/CT radiomics predict recurrence in patients treated with radiotherapy for cervical cancer
F Yousefirizi, S Harsini, C Holloway, P Tonseth, A Alexander, B Saboury, ...
Journal of Nuclear Medicine 64 (supplement 1), P1248-P1248, 2023
An In Silico Study Quantifying the Effects of Reducing Salivary Gland Blood Flow on Tumor to Organ-at-risk Absorbed Dose Ratios
A Golzaryan, M Soltani, FM Kashkooli, C Uribe, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P619-P619, 2023
Multiscale dosimetric and radiobiological modeling for radiopharmaceutical therapy (RPT), Part 1: Clinical overview and motivating examples
T Yusufaly, E Roncali, L Strigari, J Brosch-Lenz, G El Fakhri, P Heidari, ...
Journal of Nuclear Medicine 64 (supplement 1), P358-P358, 2023
Dosimetry considerations for preclinical Ac-226 radiopharmaceutical development as a novel theranostic isotope
H Koniar, L Wharton, A Ingham, AM Oliver, C Rodriguez-Rodriguez, ...
Journal of Nuclear Medicine 64 (supplement 1), P107-P107, 2023
PyTomography: A Novel Software For Rapid Reliable Tomographic Reconstruction
L Polson, R Fedrigo, C Li, C Uribe, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1413-P1413, 2023
Evaluation of deep-learning based partial volume correction of PET images without the use of anatomical information
MS Azimi, A Kamali-Asl, MR Ay, MS Hosseini, F Khorshidi, Y Moafpourian, ...
Journal of Nuclear Medicine 64 (supplement 1), P971-P971, 2023
Federated testing of AI techniques: Towards sharing of implementations, not just code
F Yousefirizi, I Klyuzhin, K Girum, C Uribe, I Buvat, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1482-P1482, 2023
Use of Deep Image-to-Image Translations to assess Complementary Value of Imaging Modalities: Application to PET and CT images in Head and Neck Cancer
SM Rezaeijo, A Mahboubisarighieh, SJ Nesheli, H Shaverdi, ...
Journal of Nuclear Medicine 64 (supplement 1), P1585-P1585, 2023
Using the Cluster Gauss Newton Algorithm to Estimate Theranostic Pharmacokinetic Model Parameters
N Zakariaei, AF Paranj, H Abdollahi, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1449-P1449, 2023
Development of theranostic digital twins framework to perform quantitative image analysis of radiopharmaceutical biodistributions
R Fedrigo, L Polson, C Li, W Segars, S Harsini, I Bloise, J Brosch-Lenz, ...
Journal of Nuclear Medicine 64 (supplement 1), P1233-P1233, 2023
Towards Non-Tracer Kinetic Modeling: Our Past Returning Through the Future
A Rahmim, H Abdollahi, AF Paranj, KN Lee, B Saboury, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P1447-P1447, 2023
Comparison of blood-based, image-based, and whole-body skeleton-based bone marrow dosimetry in 177Lu-PSMA-617 Radiopharmaceutical Therapies
X Hou, N Colpo, I Bloise, J Brosch-Lenz, W Parulekar, C Dellar, F Saad, ...
Journal of Nuclear Medicine 64 (supplement 1), P1175-P1175, 2023
Why we should move beyond the 23 Gray limit for kidney absorbed dose
J Brosch-Lenz, B Saboury, A Rahmim, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P939-P939, 2023
Bridging mathematics to cancer from a multiscale perspective: A primer for nuclear medicine practitioners
E Mollaheydar, C Uribe, M Soltani, B Saboury, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1415-P1415, 2023
Multiscale bio-dosimetry for dose-response modeling in radiopharmaceutical therapy (RPT), Part 2: Concepts, methods and computational tools
E Roncali, T Yusufaly, C Uribe, A Jha, L Strigari, J Brosch-Lenz, ...
Journal of Nuclear Medicine 64 (supplement 1), P508-P508, 2023
Can we use pre-therapy PSMA PET/CT as a predictor for Lutetium-177-PSMA-617 therapy? Early experience from the Canadian Cancer Trials Group PR21 trial (NCT 04663997)
J Brosch-Lenz, N Colpo, I Bloise, X Hou, W Parulekar, C Dellar, F Saad, ...
Journal of Nuclear Medicine 64 (supplement 1), P985-P985, 2023
Reproducibility of radiomics features in partial volume correction of PET images
MS Azimi, A Kamali-Asl, MR Ay, MS Hosseini, F Khorshidi, H ARABI, ...
Journal of Nuclear Medicine 64 (supplement 1), P994-P994, 2023
A Fully Automated Method for Prostate Segmentation in PSMA PET/CT Scans
R De Schaetzen, Y Farag, G Chaussé, A Rahmim, F Yousefirizi, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P1193-P1193, 2023
It is the matter of time: highlighting the difference between biological effect of continuous versus fractionated radiation to improve optimization of radiopharmaceutical therapy
H Abdollahi, B Saboury, X Hou, C Uribe, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1460-P1460, 2023
Automatic axial range selection on the CT localizer to remove unused SPECT/CT slices: Application to serial imaging in radiopharmaceutical therapy
Y Salimi, Z Mansouri, A Akhavanallaf, I Shiri, E Teixeira, X Hou, ...
Journal of Nuclear Medicine 64 (supplement 1), P1102-P1102, 2023
Advanced Deep Learning-based Lesion Detection on Rotational 2D Maximum Intensity Projection (MIP) Images Coupled with Reverse Mapping to the 3D PET Domain
A Toosi, S Harsini, F Benard, C Uribe, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1438-P1438, 2023
Impact of blood kinetics fittings and simplification methods on bone marrow dosimetry for 177Lu-PSMA-617: Early experience from the Canadian Cancer Trials Group PR21 trial (NCT …
X Hou, N Colpo, I Bloise, J Brosch-Lenz, W Parulekar, C Dellar, F Saad, ...
Journal of Nuclear Medicine 64 (supplement 1), P1162-P1162, 2023
PET-CT Fusion Based Outcome Prediction in Lung Cancer using Deep and Handcrafted Radiomics Features and Machine Learning
A Gorji, AF Jouzdani, N Sanati, M Hosseinzadeh, A Mahboubisarighieh, ...
Journal of Nuclear Medicine 64 (supplement 1), P1196-P1196, 2023
A Spatiotemporal Model to Determine Key Transport Mechanisms of the 18F-FMISO PET Radiopharmaceutical within Solid Tumors
MA Abazari, F Eydi, M Soltani, FM Kashkooli, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P661-P661, 2023
Novel kinetic micro-parameter estimation from dynamic whole-body PET images
KN Lee, A Rahmim, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P1428-P1428, 2023
The impact of the microscopic distributions of red and yellow marrow within the skeletal spongiosa structure on bone marrow dosimetry: A Monte-Carlo simulation study
X Hou, J Brosch-Lenz, B Saboury, A Rahmim, F Benard, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P1128-P1128, 2023
Towards enhanced lesion segmentation using a 3D neural network trained on multi-resolution cropped patches of lymphoma PET images
S Ahamed, Y Xu, W Weeks, R Dodhia, J Ferres, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1360-P1360, 2023
Linear quadratic model in radiopharmaceutical therapies: Need for revisiting concepts and new models
H Abdollahi, B Saboury, C Uribe, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1465-P1465, 2023
In Silico Investigation of The Effect of Multi-Bolus Injections in Absorbed Doses to Organs and Tumors in Radiopharmaceutical Therapies
AF Paranj, C Uribe, H Abdollahi, E Mollaheydar, N Zakariaei, ...
Journal of Nuclear Medicine 64 (supplement 1), P1422-P1422, 2023
Theranostic Digital Twins Laboratory (TDTLab): a Platform for Numerical Experimentation with PBPK Models for Optimization of Radiopharmaceutical Therapies
AF Paranj, C Uribe, B Saboury, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1419-P1419, 2023
Radiobiology of alpha and beta particles in radiopharmaceutical therapy: what to unlearn from external beam radiotherapy
H Abdollahi, C Uribe, A Rahmim, B Saboury
Journal of Nuclear Medicine 64 (supplement 1), P1468-P1468, 2023
Prediction of TNM Stage in Head and Neck Cancer Using Tensor Deep vs. Radiomics Features
MR Salmanpour, M Iranpour, M Hosseinzadeh, SM Rezaeijo, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1598-P1598, 2023
Comparison of blood-based, image-based, and whole-body skeleton-based bone marrow dosimetry in 177Lu-PSMA-617 Radiopharmaceutical Therapies
X Hou, N Colpo, I Bloise, J Brosch-Lenz, W Parulekar, C Dellar, F Saad, ...
Journal of Nuclear Medicine 64 (supplement 1), P1175-P1175, 2023
Can we use pre-therapy PSMA PET/CT as a predictor for Lutetium-177-PSMA-617 therapy? Early experience from the Canadian Cancer Trials Group PR21 trial (NCT 04663997)
J Brosch-Lenz, N Colpo, I Bloise, X Hou, W Parulekar, C Dellar, F Saad, ...
Journal of Nuclear Medicine 64 (supplement 1), P985-P985, 2023
It is the matter of time: highlighting the difference between biological effect of continuous versus fractionated radiation to improve optimization of radiopharmaceutical therapy
H Abdollahi, B Saboury, X Hou, C Uribe, A Rahmim
Journal of Nuclear Medicine 64 (supplement 1), P1460-P1460, 2023
Automatic axial range selection on the CT localizer to remove unused SPECT/CT slices: Application to serial imaging in radiopharmaceutical therapy
Y Salimi, Z Mansouri, A Akhavanallaf, I Shiri, E Teixeira, X Hou, ...
Journal of Nuclear Medicine 64 (supplement 1), P1102-P1102, 2023
Impact of blood kinetics fittings and simplification methods on bone marrow dosimetry for 177Lu-PSMA-617: Early experience from the Canadian Cancer Trials Group PR21 trial (NCT …
X Hou, N Colpo, I Bloise, J Brosch-Lenz, W Parulekar, C Dellar, F Saad, ...
Journal of Nuclear Medicine 64 (supplement 1), P1162-P1162, 2023
The impact of the microscopic distributions of red and yellow marrow within the skeletal spongiosa structure on bone marrow dosimetry: A Monte-Carlo simulation study
X Hou, J Brosch-Lenz, B Saboury, A Rahmim, F Benard, C Uribe
Journal of Nuclear Medicine 64 (supplement 1), P1128-P1128, 2023
List-mode quantitative joint reconstruction of activity and attenuation maps in Time-of-Flight PET
H Hemmati, A Kamali-Asl, P Ghafarian, A Rahmim, H Zaidi, MR Ay
Journal of Instrumentation 18 (09), P09041, 2023
Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images
S Ahamed, A Rahmim
arXiv preprint arXiv:2309.13553, 2023
PSMA PET as a predictive tool for sub-regional importance estimates in the parotid gland
C Sample, A Rahmim, F Bénard, J Wu, H Clark
arXiv preprint arXiv:2309.09402, 2023
Differential privacy preserved federated transfer learning for multi-institutional 68Ga-PET image artefact detection and disentanglement
I Shiri, Y Salimi, M Maghsudi, E Jenabi, S Harsini, B Razeghi, S Mostafaei, ...
European journal of nuclear medicine and molecular imaging, 1-14, 2023
Radiomics predictive modeling from dual-time-point FDG PET K
R Samimi, I Shiri, Y Ahmadyar, J van den Hoff, A Kamali‑Asl, A Rezaee, ...
Ethical considerations for artificial intelligence in medical imaging: data collection, development, and evaluation
J Herington, MD McCradden, K Creel, R Boellaard, EC Jones, AK Jha, ...
Journal of Nuclear Medicine, 2023
PET-Enabled Dual-Energy CT Using a Kernel Method with Neural Optimization Transfer
S Li, Y Zhu, BA Spencer, G Wang
arXiv preprint arXiv:2310.03287, 2023
Tensor radiomics: paradigm for systematic incorporation of multi-flavoured radiomics features
A Rahmim, A Toosi, MR Salmanpour, N Dubljevic, I Janzen, I Shiri, ...
Quantitative Imaging in Medicine and Surgery 13 (12), 7680, 2023
Impact of random and scattered coincidences from outside of field of view on positron emission tomography/computed tomography imaging with different reconstruction protocols
MO Alamdari, P Ghafarian, A Rahmim, M Bakhshayesh-Karam, MR Ay
Nuclear Science and Techniques 34 (12), 1-13, 2023
Radiomics and Artificial Intelligence in Radiotheranostics: A Review of Applications for Radioligands Targeting SSTR and PSMA
E Yazdani, P Geramifar, N Karamzade-Ziarati, M Sadeghi, P Amini, ...
Preprints, 2023
The Image Biomarker Standardization Initiative: Standardized convolutional filters for quantitative radiomics
P Whybra, A Zwanenburg, V Andrearczyk, R Schaer, AP Apte, A Ayotte, ...
Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images
S Ahamed, Y Xu, C Gowdy, I Bloise, D Wilson, P Martineau, F Bénard, ...
arXiv preprint arXiv:2311.09614, 2023
Physiologically Based RadioPharmacoKinetic (PBRPK) Modeling to Simulate and Analyze Radiopharmaceutical Therapies: Studies of Non-Linearities, Multi-Bolus Injections, and …
A Fele-Paranj, B Saboury, C Uribe, A Rahmim
Towards an automated Segment Anything Model (SAM) for lesion segmentation in oncological PET/CT images
S Ahamed, Y Xu, R Dodhia, W Weeks, JL Ferres, A Rahmim
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Maximizing the Predictive Power of Radiomic Features in SPECT Images: A Comparative Study of Reconstruction Algorithms Using Machine Learning
O Gharibi, M Sabouri, G Hajianfar, M Mohebi, M Amini, S Bagheri, F Arian, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Auto-PET-IQA: A Fully Automated Region-Specific PET Image Quality Assessment Tool
M Amini, Y Salimi, M Sabouri, G Hajianfar, A Sanaat, E Hervier, I Mainta, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
PyTomography: A GPU-accelerated, Opensource Python Library For Image Reconstruction
L Polson, R Fedrigo, M Sabouri, O Dzikunu, S Ahamed, A Rahmim, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Region-of-Interest and Handcrafted vs. Deep Radiomics Feature Comparisons for Survival Outcome Prediction: Application to Lung PET/CT Imaging
A Gorji, M Hosseinzadeh, AF Jouzdani, N Sanati, FY Rizi, S Moore, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Radiobiological-guided radiopharmaceutical therapy: Radiopharmacokinetic parameter optimization using PBPK modeling
H Abdollahi, A Fele-Paranj, B Saboury, C Uribe, A Rahmim
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
ViSERA: Visualized & Standardized Environment for Radiomics Analysis-A Shareable, Executable, and Reproducible Workflow Generator
MR Salmanpour, I Shiri, M Hosseinzadeh, H Zaidi, S Ashrafinia, M Oveisi, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Test-Time Augmentation Towards Improved Cross-Center PET/CT Segmentations by the Swin UNETR
F Yousefirizi, S Amiri, B Ibragimov, C Gowdy, C Uribe, A Rahmim
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Towards a standard for PET raw data
K Thielemans, A Kesner, E Asma, J Cabello, M Cook, M Hansen, J Jones, ...
2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and …, 2023
Performance assessment of quantitative preclinical SPECT imaging with 155Tb and 161Tb
H Koniar, S McNeil, L Wharton, A Ingham, M Van de Voorde, M Ooms, ...
Nuclear Medicine and Biology 126, 108623, 2023

Kernel SIME: simultaneous estimation of blood input function using a kernel method and its evaluation with total-body PET
Y Zhu, Y Wang, Q Tran, R Badawi, S Cherry, J Qi, S Abbaszadeh, G Wang
Journal of Nuclear Medicine 63 (supplement 2), 2600-2600, 2022
Imbalanced data correction based PET/CT radiomics model for predicting lymph node metastasis in clinical stage T1 lung adenocarcinoma
J Lv, X Chen, X Liu, D Du, W Lv, L Lu, H Wu
Frontiers in Oncology 12, 61, 2022
Context-aware saliency guided radiomics: application to prediction of outcome and HPV-status from multi-center PET/CT images of head and neck cancer
W Lv, H Xu, X Han, H Zhang, J Ma, A Rahmim, L Lu
Cancers 14 (7), 1674, 2022
Semi-supervised learning towards automated segmentation of PET images with limited annotations: Application to lymphoma patients
F Yousefirizi, I Shiri, I Bloise, P Martineau, D Wilson, F Bénard, LH Sehn, ...
arXiv preprint arXiv:2212.09908, 2022
Biomedical image analysis competitions: The state of current participation practice
M Eisenmann, A Reinke, V Weru, MD Tizabi, F Isensee, TJ Adler, ...
arXiv preprint arXiv:2212.08568, 2022
Application of novel hybrid machine learning systems and radiomics features for non-motor outcome prediction in Parkinson's disease
M Salmapour, M Bakhtiary, M HosseinZadeh, M Maghsudi, F Yousefirizi, ...
Physics in Medicine and Biology, 2022
Decentralized collaborative multi-institutional PET attenuation and scatter correction using federated deep learning
I Shiri, A Vafaei Sadr, A Akhavan, Y Salimi, A Sanaat, M Amini, B Razeghi, ...
European Journal of Nuclear Medicine and Molecular Imaging, 1-17, 2022
A NOVEL DIAGNOSIS AND SEVERITY PREDICTION ML-BASED MODEL: APPLICATION TO THE IDENTIFICATION AND PREDICTION OF COVID-19 FROM CT RADIOMIC FEATURES
PM Khaniabadi, Y Bouchareb, H Al-Dhuhli, MI Shiri, F Al-Kindi, H Zaidi, ...
Physica Medica: European Journal of Medical Physics 104, S77, 2022
Artificial Intelligence in Nuclear Medicine: Opportunities, Challenges, and Responsibilities Toward a Trustworthy Ecosystem
B Saboury, T Bradshaw, R Boellaard, I Buvat, J Dutta, M Hatt, AK Jha, Q Li, ...
Journal of Nuclear Medicine, 2022
Theranostic Digital Twins: An indispensable prerequisite for personalized cancer care
J Brosch-Lenz, C Uribe, A Rahmim, B Saboury
J Nucl Med, 2022
COMP Report: CPQR technical quality control guidelines for use of positron emission tomography/computed tomography in radiation treatment planning
R Klein, M Oliver, D La Russa, J Agapito, S Gaede, JP Bissonnette, ...
Journal of Applied Clinical Medical Physics, e13785, 2022
Deep learning–based harmonization of CT reconstruction kernels towards improved clinical task performance
D Du, W Lv, J Lv, X Chen, H Wu, A Rahmim, L Lu
European Radiology, 1-13, 2022
Issues and Challenges in Applications of Artificial Intelligence to Nuclear Medicine--The Bethesda Report (AI Summit 2022)
A Rahmim, TJ Bradshaw, I Buvat, J Dutta, AK Jha, PE Kinahan, Q Li, C Liu, ...
arXiv preprint arXiv:2211.03783, 2022
Development of a CT-Based Auto-Segmentation Model for Prostate-Specific Membrane Antigen (PSMA) Positron Emission Tomography-Delineated Tubarial Glands
C Sample, N Jung, A Rahmim, C Uribe, H Clark
Cureus 14 (11), 2022
Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics
PM Khaniabadi, Y Bouchareb, H Al-Dhuhli, I Shiri, F Al-Kindi, ...
Computers in biology and medicine 150, 106165, 2022
Development of scalable lymphatic system in the 4D XCAT phantom: Application to quantitative evaluation of lymphoma PET segmentations
R Fedrigo, WP Segars, P Martineau, C Gowdy, I Bloise, CF Uribe, ...
Medical Physics 49 (11), 6871-6884, 2022
Generation of 18F-FDG PET standard scan images from short scans using cycle-consistent generative adversarial network
A Ghafari, P Sheikhzadeh, N Seyyedi, M Abbasi, S Farzenefar, ...
Physics in Medicine & Biology 67 (21), 215005, 2022
Associations of vascular risk and amyloid burden with subsequent dementia
RF Gottesman, A Wu, J Coresh, DS Knopman, CR Jack Jr, A Rahmim, ...
Annals of neurology 92 (4), 607-619, 2022
SPECT imaging of Ac-226 as a theranostic isotope for Ac-225 radiopharmaceutical development
H Koniar, C Rodriguez-Rodriguez, V Radchenko, H Yang, P Kunz, ...
PHYSICS IN MEDICINE AND BIOLOGY 67 (18), 2022
SPECT imaging of 226Ac as a theranostic isotope for 225Ac radiopharmaceutical development
H Koniar, C Rodríguez-Rodríguez, V Radchenko, H Yang, P Kunz, ...
Physics in Medicine & Biology 67 (18), 185009, 2022
Assessing the Impact of Dosimetry Method on Healthy organ and Lesion Absorbed Dose Estimates for 177Lu-PSMA-617 Therapy of Prostate Cancer: Early Experience from the Canadian …
J Brosch-Lenz, X Hou, I Bloise, N Colpo, WR Parulekar, C Dellar, F Saad, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Impact of Dosimetry Method on Healthy Organ and Tumor Absorbed Dose Estimates for Lutetium-177-DOTATATE Therapy of Neuroendocrine Tumors
J Brosch-Lenz, A Rahmim, J Sunderland, E Frey, YK Dewaraja, C Uribe
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Open-Source, Modular, High-Computational-Throughput Physiologically Based Pharmacokinetics (PBPK) Modeling Fine-Tuned for Optimization of Radiopharmaceutical Therapy
AF Paranj, C Uribe, B Saboury, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Characterization of Salivary Gland Uptake and Volume in PSMA PET Imaging: Novel Phantom Study Approach
R Fedrigo, G Chausse, R Coope, F Benard, A Rahmim, C Uribe
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Impact of metronomic radiopharmaceutical therapy on tumor and organ-at-risk absorbed doses: A PBPK modeling approach
A Golzaryan, M Soltani, FM Kashkooli, B Saboury, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Impact of Regularized Reconstruction on Image Quality of Metastases in PSMA PET Images
R Fedrigo, DJ Kadrmas, R Coope, F Benard, A Rahmim, C Uribe
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Deep versus handcrafted tensor radiomics features: application to survival prediction in head and neck cancer
M Salmanpour, M Hosseinzadeh, S Rezaeijo, M Ramezani, S Marandi, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Effect of Tumor Receptor Density on Time Integrated Activity of Radiopharmaceutical Therapy in Tumors via Physiologically based Pharmacokinetic Modeling
N Shakourifar, M Soltani, FM Kashkooli, B Saboury, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Reliable and Reproducible Tensor Radiomics Features in Prediction of Survival in Head and Neck Cancer
M Salmanpour, M Hosseinzadeh, S Rezaeijo, M Maghsudi, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1), S20-S20, 2022
Optimization of Time Coincidence Window and Energy Window for Dedicated Brain PET: A Simulation Study
T Zare, P Sheikhzadeh, A Rahmim, BT Fard, P Ghafarian, M Ay
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Cellular Dosimetry from the Ac-225 Decay Chain: Impact of Progeny Internalization and Migration
H Koniar, C Miller, A Rahmim, P Schaffer, C Uribe
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Prediction of Cognitive Decline in Parkinson's Disease using Deep and Handcrafted Radiomics Features
AF Jouzdani, A Gorji, M Hosseinzadeh, A Rahmim, MR Salmanpour
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
MA03. 04 An Integrated Deep Learning Method to Predict Lung Cancer Recurrence Risk for Resected Stage IA NSCLC
P Huang, PB Illei, W Franklin, PH Wu, PM Forde, S Ashrafinia, C Hu, ...
Journal of Thoracic Oncology 17 (9), S50-S51, 2022
Nuclear medicine and artificial intelligence: best practices for evaluation (the RELAINCE guidelines)
AK Jha, TJ Bradshaw, I Buvat, M Hatt, KC Prabhat, C Liu, NF Obuchowski, ...
Journal of Nuclear Medicine 63 (9), 1288-1299, 2022
High-dimensional multinomial multiclass severity scoring of COVID-19 pneumonia using CT radiomics features and machine learning algorithms
I Shiri, S Mostafaei, A Haddadi Avval, Y Salimi, A Sanaat, A Akhavanallaf, ...
Scientific reports 12 (1), 14817, 2022
Lung Cancer Recurrence Risk Prediction through Integrated Deep Learning Evaluation
P Huang, PB Illei, W Franklin, PH Wu, PM Forde, S Ashrafinia, C Hu, ...
Cancers 14 (17), 4150, 2022
Spatiotemporal multi-scale modeling of radiopharmaceutical distributions in vascularized solid tumors
M Kiani Shahvandi, M Soltani, F Moradi Kashkooli, B Saboury, A Rahmim
Scientific reports 12 (1), 14582, 2022
Decentralized distributed multi-institutional pet image segmentation using a federated deep learning framework
I Shiri, AV Sadr, M Amini, Y Salimi, A Sanaat, A Akhavanallaf, B Razeghi, ...
Clinical nuclear medicine 47 (7), 606-617, 2022
Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning
M Mousavi, MD Manshadi, M Soltani, FM Kashkooli, A Rahmim, A Mosavi, ...
Computers in biology and medicine 146, 105511, 2022
A spatiotemporal multi-scale computational model for FDG PET imaging at different stages of tumor growth and angiogenesis
FM Kashkooli, MA Abazari, M Soltani, MA Ghazani, A Rahmim
Scientific reports 12 (1), 10062, 2022
Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN
RV Bergen, JF Rajotte, F Yousefirizi, A Rahmim, RT Ng
arXiv preprint arXiv:2206.06448, 2022
Exploring the Nuclear Medicine Technologist Role to Support Dosimetry in Radiopharmaceutical Therapies
N Colpo, J Brosch-Lenz, C Williams, I Bloise, A Rahmim, F Benard, ...
Journal of Nuclear Medicine 63 (supplement 2), 4110-4110, 2022
Tumor segmentation of multi-centric whole-body PET/CT images from different cancers using a 3D convolutional neural network
F Yousefirizi, C Holloway, A Alexander, P Tonseth, C Uribe, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 2517-2517, 2022
Drug Amount Prediction in Parkinson’s Disease using Hybrid Machine Learning Systems and Radiomics Features
MR Salmanpour, M Hosseinzadeh, M Bakhtiari, AR Gholami, MM Ghaemi, ...
Journal of Nuclear Medicine 63 (supplement 2), 2256-2256, 2022
Tumour Quantification of [18F] FDG PET/CT in Lymphoma Using Negative Cast Modelling
R Fedrigo, R Coope, D Kadrmas, J Tang, I Bloise, C Gowdy, A Rahmim, ...
Journal of Nuclear Medicine 63 (supplement 2), 3205-3205, 2022
Multi-institutional PET/CT image segmentation using a decentralized federated deep transformer learning algorithm
I Shiri, M Amini, Y Salimi, A Sanaat, A Saberi, B Razeghi, S Ferdowsi, ...
Journal of Nuclear Medicine 63 (supplement 2), 3348-3348, 2022
Effect of harmonization and oversampling methods on multi-center imbalanced PET datasets: Application to radiomics-based NSCLC-subtype prediction
D Du, I Shiri, F Yousefirizi, H Zaidi, L Lu, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3166-3166, 2022
Selection of optimal radiomics features for tumor phenotype differentiation using stochastic tumor growth modeling
I Klyuzhin, H Ahn, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3178-3178, 2022
A comparative study of tumor detection models trained on coronal versus sagittal versus axial PET imaging slices
S Ahamed, G Chaussé, I Klyuzhin, A Rahmim, F Yousefirizi
Journal of Nuclear Medicine 63 (supplement 2), 3245-3245, 2022
Non-Invasive Prostate Cancer Histopathological Subtype Decoding Using 68Ga-PSMA PET/CT Radiomics Features: A Multi-center Study
M Khateri, FB Mofrad, E Jenabi, G Hajianfar, E Jafari, H Dadgar, M Assadi, ...
Journal of Nuclear Medicine 63 (supplement 2), 3242-3242, 2022
Parathyroid Adenoma Subtype Decoding by Using SPECT Radiomic Features and Machine Learning Algorithms
S Valavi, G Hajianfar, SF Masoudi, M Maghsudi, M Sohrabi, AB Rajabi, ...
Journal of Nuclear Medicine 63 (supplement 2), 3235-3235, 2022
Feasibility of single time point image-based dosimetry using prior knowledge: application to 177Lu-PSMA-617 and 177Lu-PSMA-I&T therapy of prostate cancer
J Brosch-Lenz, D Astrid, L Kaiser, S Ziegler, P Bartenstein, A Rahmim, ...
Journal of Nuclear Medicine 63 (supplement 2), 2554-2554, 2022
Artificial Intelligence Ecosystem in Nuclear Medicine: Opportunities, Challenges, and Responsibilities
B Saboury, T Bradshaw, R Boellaard, I Buvat, J Dutta, M Hatt, A Jha, Q Li, ...
Journal of Nuclear Medicine 63 (supplement 2), 2733-2733, 2022
Towards enhanced automated tumor detection using background slice annotation methods in clinical PET imaging of lymphoma
S Ahamed, A Toosi, C Uribe, A Rahmim, F Yousefirizi
Journal of Nuclear Medicine 63 (supplement 2), 3346-3346, 2022
Canadian PET Phantom for Prostate Oncology (C3PO): Effect of Reconstruction Parameters on Quantification of PSMA PET Images
R Fedrigo, R Coope, A Rahmim, F Benard, C Uribe
Journal of Nuclear Medicine 63 (supplement 2), 3284-3284, 2022
Modular model architecture for radiopharmaceutical therapy planning: Physiologically-Based RadioPharmacoKinetics (PBRPK) implementation
AF Paranj, J Brosch-Lenz, C Uribe, A Rahmim, B Saboury
Journal of Nuclear Medicine 63 (supplement 2), 3197-3197, 2022
Prediction of liver hypertrophy in patients undergoing Y-90 radioembolization treatment
X Hou, A Hadjivassiliou, I Klyuzhin, F Benard, D Liu, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3027-3027, 2022
Pitfalls in the development of artificial intelligence algorithms in nuclear medicine and how to avoid them
T Bradshaw, R Boellaard, J Dutta, A Jha, P Jacobs, Q Li, C Liu, A Sitek, ...
Journal of Nuclear Medicine 63 (supplement 2), 2724-2724, 2022
End-to-End Unsupervised Learning for Direct Attenuation and Scatter Correction of Whole-body 18F-FDG PET Images Using Cycle GAN
A Jabbarpour, I Shiri, Y Salimi, A Sanaat, P Geramifar, A Rahmim, H Zaidi
Journal of Nuclear Medicine 63 (supplement 2), 3219-3219, 2022
A novel loss function for improved deep learning-based segmentation: Implications for TMTV computation
F Yousefirizi, A Jha, S Ahamed, I Bloise, L Sehn, K Savage, C Uribe, ...
Journal of Nuclear Medicine 63 (supplement 2), 2588-2588, 2022
Feasibility of Enhanced Salivary Gland Delineation using PSMA PET Imaging Using a Novel Method to Create a Salivary Gland Phantom
R Fedrigo, G Chaussé, F Yousefirizi, A Rahmim, F Benard, C Uribe
Journal of Nuclear Medicine 63 (supplement 2), 2583-2583, 2022
Semi-supervised and unsupervised convolutional neural networks for automated lesion segmentation in PET imaging of lymphoma
F Yousefirizi, S Ahamed, I Bloise, B Saboury, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3351-3351, 2022
Cognitive Outcome Prediction in Parkinson’s Disease using Hybrid Machine Learning Systems and Radiomics Features
MR Salmanpour, M Hosseinzadeh, M Bakhtiari, MM Ghaemi, ...
Journal of Nuclear Medicine 63 (supplement 2), 3233-3233, 2022
Radiopharmacogenomics guided radiopharmaceutical therapy: Systems Biology Meets Radiopharmaceuticals
H Abdollahi, C Uribe, A Rahmim, B Saboury
Journal of Nuclear Medicine 63 (supplement 2), 2656-2656, 2022
Effect of ligand amount and fraction of labeled peptides on internalized 177Lu-PSMA-I&T concentrations in tumors: Physiologically-based pharmacokinetic modeling
N Shakourifar, M Soltani, FM Kashkooli, J Brosch-Lenz, B Saboury, ...
Journal of Nuclear Medicine 63 (supplement 2), 2844-2844, 2022
Assessing the impact of tumor phenotype and size on dose rates of 225Ac using computational modeling of tumor growth
C Miller, I Klyuzhin, J Brosch-Lenz, G Chausse, G Birindelli, K Shi, ...
Journal of Nuclear Medicine 63 (supplement 2), 2346-2346, 2022
10 myths on the difficulties of implementing dosimetry-guided treatment planning and verification of radiopharmaceutical therapies
J Brosch-Lenz, C Uribe, A Rahmim, B Saboury
Journal of Nuclear Medicine 63 (supplement 2), 2657-2657, 2022
Hybrid Machine Learning Systems for Prediction of Parkinson’s Disease Pathogenic Variants using Clinical Information and Radiomics Features
G Hajianfar, S Kalayinia, M Hosseinzadeh, S Samanian, M Maleki, ...
Journal of Nuclear Medicine 63 (supplement 2), 2508-2508, 2022
Fully Automated PET Image Artifacts Detection and Correction Using Deep Neural Networks
I Shiri, Y Salimi, A Sanaat, A Saberi, M Amini, A Akhavanallaf, I Mainta, ...
Journal of Nuclear Medicine 63 (supplement 2), 3218-3218, 2022
Robustness and Reproducibility of Radiomics Features from Fusions of PET-CT Images
MR Salmanpour, M Hosseinzadeh, SM Rezaeijo, C Uribe, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3179-3179, 2022
Ethical risks in the development and deployment of artificial intelligence systems in nuclear medicine
M McCradden, J Herington, K Creel, R Boellaard, A Jha, A Rahmim, ...
Journal of Nuclear Medicine 63 (supplement 2), 2751-2751, 2022
Iterative PET Reconstruction Algorithms followed by Non-Local Means Denoising for Improved Quantitative Imaging
L Polson, C Uribe, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3297-3297, 2022
Multi-modal, multi-organ deep segmentation of salivary and lacrimal glands in PSMA PET/CT images
A Toosi, G Chausse, C Chen, I Klyuzhin, F Benard, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 2587-2587, 2022
Harmonization of Myocardial Perfusion SPECT Radiomics Features: A Patient Study
G Hajianfar, MS Kenarsari, M Mohebi, F Arian, MJ Yasemi, AB Rajabi, ...
Journal of Nuclear Medicine 63 (supplement 2), 3180-3180, 2022
A Novel Computationally-Efficient Absorbed Dose Kernel Generation Method for Cellular Dosimetry
C Miller, J Brosch-Lenz, G Chausse, A Rahmim, C Uribe
Journal of Nuclear Medicine 63 (supplement 2), 2345-2345, 2022
Non-linearities in the transition from imaging radiotracers to therapeutic radiopharmaceuticals
AF Paranj, J Brosch-Lenz, C Uribe, B Saboury, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 2821-2821, 2022
SPECT imaging of Ac-226 for radiopharmaceutical development: performance evaluation as a theranostic isotope pair for Ac-225
H Koniar, C Rodriguez-Rodriguez, V Radchenko, H Yang, P Kunz, ...
Journal of Nuclear Medicine 63 (supplement 2), 2341-2341, 2022
A Matlab-based Kinetic Modeling tool for fast and robust estimation of Patlak-based parameters with uncertainty information
K Lee, A Rahmim, C Uribe
Journal of Nuclear Medicine 63 (supplement 2), 3191-3191, 2022
Assessing linearity of PET-derived radiomics features across scanners: Implications for ComBat harmonization
Y Liu, Z Liu, D Du, JM Luna, A Rahmim, A Jha
Journal of Nuclear Medicine 63 (supplement 2), 3174-3174, 2022
Best Practices for Evaluation of Artificial Intelligence-based Algorithms for Nuclear Medicine: The RELIANCE Guidelines
A Jha, T Bradshaw, I Buvat, M Hatt, KC Prabhat, C Liu, N Obuchowski, ...
Journal of Nuclear Medicine 63 (supplement 2), 2725-2725, 2022
Impact of Dosimetry Method On Organ and Tumor Absorbed Dose Estimates in Lutetium-177-DOTATATE Therapy of Neuroendocrine Tumors
J Brosch-Lenz, A Rahmim, C Uribe
MEDICAL PHYSICS 49 (6), E138-E138, 2022
Optimized cocktail of 90Y/177Lu for radionuclide therapy of neuroendocrine tumors of various sizes: a simulation study
M Peer-Firozjaei, MA Tajik-Mansoury, P Geramifar, R Ghorbani, S Zarifi, ...
Nuclear Medicine Communications 43 (6), 646-655, 2022
COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14,339 patients
I Shiri, Y Salimi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, S Mostafaei, ...
Computers in biology and medicine 145, 105467, 2022
Testing the ability of convolutional neural networks to learn radiomic features
IS Klyuzhin, Y Xu, A Ortiz, JL Ferres, G Hamarneh, A Rahmim
Computer Methods and Programs in Biomedicine 219, 106750, 2022
Harmonization based on quantitative analysis of standardized uptake value variations across PET/CT scanners: a multicenter phantom study
A Monsef, MR Ay, P Sheikhzadeh, P Geramifar, A Rahmim, P Ghafarian
Nuclear Medicine Communications 43 (9), 1004-1014, 2022
Radiomics-guided radiation therapy: opportunities and challenges
H Abdollahi, E Chin, HD Clark, DE Hyde, S Thomas, J Wu, CF Uribe, ...
Physics in Medicine & Biology, 2022
Multi-modality fusion coupled with deep learning for improved outcome prediction in head and neck cancer
A Javanmardi, M Hosseinzadeh, G Hajianfar, AH Nabizadeh, ...
Medical Imaging 2022: Image Processing 12032, 664-668, 2022
A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma
S Ahamed, N Dubljevic, I Bloise, C Gowdy, P Martineau, D Wilson, ...
Medical Imaging 2022: Image Processing 12032, 934-941, 2022
Advanced survival prediction in head and neck cancer using hybrid machine learning systems and radiomics features
MR Salmanpour, M Hosseinzadeh, E Modiri, A Akbari, G Hajianfar, ...
Medical Imaging 2022: Biomedical Applications in Molecular, Structural, and …, 2022
Prediction of TNM stage in head and neck cancer using hybrid machine learning systems and radiomics features
MR Salmanpour, M Hosseinzadeh, A Akbari, K Borazjani, K Mojallal, ...
Medical Imaging 2022: Computer-Aided Diagnosis 12033, 648-653, 2022
Convolutional neural network with a hybrid loss function for fully automated segmentation of lymphoma lesions in FDG PET images
F Yousefirizi, N Dubljevic, S Ahamed, I Bloise, C Gowdy, Y Farag, ...
Medical Imaging 2022: Image Processing 12032, 214-220, 2022
3D PET image generation with tumour masks using TGAN
RV Bergen, JF Rajotte, F Yousefirizi, IS Klyuzhin, A Rahmim, RT Ng
Medical Imaging 2022: Image Processing 12032, 459-469, 2022
Head and neck tumor segmentation in PET/CT: the HECKTOR challenge
V Oreiller, V Andrearczyk, M Jreige, S Boughdad, H Elhalawani, J Castelli, ...
Medical image analysis 77, 102336, 2022
Nuclear medicine and artificial intelligence: best practices for algorithm development
TJ Bradshaw, R Boellaard, J Dutta, AK Jha, P Jacobs, Q Li, C Liu, A Sitek, ...
Journal of Nuclear Medicine 63 (4), 500-510, 2022
Context-aware saliency guided radiomics: application to prediction of outcome and HPV-status from multi-center PET/CT images of head and neck cancer
W Lv, H Xu, X Han, H Zhang, J Ma, A Rahmim, L Lu
Cancers 14 (7), 1674, 2022
Assessing the Impact of Dosimetry Method on Healthy organ and Lesion Absorbed Dose Estimates for 177Lu-PSMA-617 Therapy of Prostate Cancer: Early Experience from the Canadian …
J Brosch-Lenz, X Hou, I Bloise, N Colpo, WR Parulekar, C Dellar, F Saad, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 49 (SUPPL 1 …, 2022
Prediction of liver hypertrophy in patients undergoing Y-90 radioembolization treatment
X Hou, A Hadjivassiliou, I Klyuzhin, F Benard, D Liu, A Rahmim
Journal of Nuclear Medicine 63 (supplement 2), 3027-3027, 2022
Arylhalide Albumin Binder-Mediated Extended Circulation Imparts Longer Tumor Retention of [177Lu]-LLP2A Conjugates in VLA-4 Expressing Murine Melanoma
A Roxin, C Zhang, J Zeisler, N Colpo, X Hou, C Uribe, Z Zhang, KS Lin, ...
Journal of Nuclear Medicine 63 (supplement 2), 2863-2863, 2022
Deep learning–based harmonization of CT reconstruction kernels towards improved clinical task performance
D Du, W Lv, J Lv, X Chen, H Wu, A Rahmim, L Lu
European Radiology, 1-13, 2022
Prognostic generalization of multi‐level CT‐dose fusion dosiomics from primary tumor and lymph node in nasopharyngeal carcinoma
C Cai, W Lv, F Chi, B Zhang, L Zhu, G Yang, S Zhao, Y Zhu, X Han, Z Dai, ...
Medical Physics, 2022
Dual-strategy semi-supervised learning method based on GAN for recognition of tomato leaf diseases
W Tao, J Ma, J Shi, W Lv, M Zhao, L Zheng, L Huang, S Weng
International Journal of Remote Sensing 43 (13), 5025-5039, 2022

Deconvolution-based partial volume correction of PET images with parallel level set regularization
Y Zhu, M Bilgel, Y Gao, OG Rousset, SM Resnick, DF Wong, A Rahmim
Physics in Medicine & Biology 66 (14), 145003, 2021
Comparing clinical evaluation of PET segmentation methods with reference-based metrics and no-gold-standard evaluation technique
Y Zhu, F Yousefirizi, Z Liu, I Klyuzhin, A Rahmim, A Jha
Journal of Nuclear Medicine 62 (supplement 1), 1430-1430, 2021
Voxel-based partial volume correction of PET images via subtle MRI guided non-local means regularization
Y Gao, Y Zhu, M Bilgel, S Ashrafinia, L Lu, A Rahmim
Physica Medica 89, 129-139, 2021
No-gold-standard evaluation of partial volume compensation methods for brain PET
Y Zhu, Z Liu, M Bilgel, A Rahmim, A Jha
Journal of Nuclear Medicine 62 (supplement 1), 1409-1409, 2021
Statistical CT Sinogram Generation from Time-of-flight PET Data using Kernel Methods in the Projection Space
Y Zhu, G Wang
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
Feasibility of single-time-point dosimetry for radiopharmaceutical therapies
X Hou, J Brosch, C Uribe, A Desy, G Böning, JM Beauregard, A Celler, ...
Journal of Nuclear Medicine 62 (7), 1006-1011, 2021
Integration of PET/CT radiomics and semantic features for differentiation between active pulmonary tuberculosis and lung cancer
D Du, J Gu, X Chen, W Lv, Q Feng, A Rahmim, H Wu, L Lu
Molecular Imaging and Biology 23, 287-298, 2021
Prediction of local recurrence and distant metastasis using radiomics analysis of pretreatment nasopharyngeal [18F] FDG PET/CT images
L Peng, X Hong, Q Yuan, L Lu, Q Wang, W Chen
Annals of Nuclear Medicine 35, 458-468, 2021
Evaluation and optimization of radiomics features stability to respiratory motion in 18F‐FDG 3D PET imaging
H Xu, W Lv, H Zhang, J Ma, P Zhao, L Lu
Medical Physics 48 (9), 5165-5178, 2021
Dynamic PET image denoising with deep learning-based joint filtering
Y He, S Cao, H Zhang, H Sun, F Wang, H Zhu, W Lv, L Lu
IEEE Access 9, 41998-42012, 2021
Evaluation of the diagnostic value of joint PET myocardial perfusion and metabolic imaging for vascular stenosis in patients with obstructive coronary artery disease
F Wang, W Xu, W Lv, D Du, H Feng, X Zhang, S Wang, W Chen, L Lu
Journal of Nuclear Cardiology 28, 3070-3080, 2021
Identification of stage IIIC/IV EGFR-mutated non-small cell lung cancer populations sensitive to targeted therapy based on a PET/CT radiomics risk model
D Shao, D Du, H Liu, J Lv, Y Cheng, H Zhang, W Lv, S Wang, L Lu
Frontiers in Oncology, 4467, 2021
Complementary value of intra-and peri-tumoral PET/CT radiomics for outcome prediction in head and neck cancer
W Lv, H Feng, D Du, J Ma, L Lu
IEEE Access 9, 81818-81827, 2021
Deep learning-based Dosimetry in Radionuclide Therapy: Is It Worth the Effort?
A Akhavanallaf, Y Salimi, I Shiri, H Arabi, X Hou, JM Beauregard, ...
2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021
Reply to Letter to Editor RE:“Integration of PET/CT Radiomics and Semantic Features for Differentiation Between Active Pulmonary Tuberculosis and Lung Cancer”
D Du, J Gu, X Chen, W Lv, Q Feng, A Rahmim, H Wu, L Lu
Molecular Imaging and Biology 23, 975-977, 2021
Gapfill-recon net: a cascade network for simultaneously pet gap filling and image reconstruction
Y Huang, H Zhu, X Duan, X Hong, H Sun, W Lv, L Lu, Q Feng
Computer Methods and Programs in Biomedicine 208, 106271, 2021
PO-1811 Multi-modality fusion dosiomics for prediction of survival in nasopharyngeal carcinoma patients
Z Dai, C Cai, W Lv, L Lu, X Wang, L Zhu, B Zhang, G Yang
Radiotherapy and Oncology 161, S1540-S1542, 2021
Multitask Outcome Prediction using Hybrid Machine Learning and PET-CT Fusion Radiomics
MR Salmanpour, G Hajianfar, W Lv, L Lu, A Rahmim
Journal of Nuclear Medicine 62 (supplement 1), 1424-1424, 2021
Dynamic PET image reconstruction incorporating multiscale superpixel clusters
S Cao, Y He, H Zhang, W Lv, L Lu, W Chen
IEEE Access 9, 28965-28975, 2021

The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping
A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ...
Radiology 295 (2), 328-338, 2020
Fisher information analysis of list-mode SPECT emission data for joint estimation of activity and attenuation distribution
MA Rahman, Y Zhu, EW Clarkson, MA Kupinski, EC Frey, AK Jha
Inverse Problems, 2020
Objective evaluation of voxelwise partial volume correction methods in brain PET imaging
M Bilgel, Y Zhu, O Rousset, D Wong, S Resnick, A Rahmim
Journal of Nuclear Medicine 61 (supplement 1), 72-72, 2020
Deriving resolution-compensated PET images from the GTM partial volume correction method
O Rousset, A Nandi, Y Zhu, A Rahmim, D Wong
Journal of Nuclear Medicine 61 (supplement 1), 1399-1399, 2020
Impact of image reconstruction method on dose distributions derived from 90Y PET images: phantom and liver radioembolization patient studies
X Hou, H Ma, PL Esquinas, C Uribe, S Tolhurst, F Bénard, D Liu, ...
Physics in Medicine & Biology 65 (21), 215022, 2020
Standardization in quantitative imaging: a multicenter comparison of radiomic features from different software packages on digital reference objects and patient data sets
M McNitt-Gray, S Napel, A Jaggi, SA Mattonen, L Hadjiiski, M Muzi, ...
Tomography 6 (2), 118-128, 2020
Machine learning methods for optimal radiomics-based differentiation between recurrence and inflammation: application to nasopharyngeal carcinoma post-therapy PET/CT images
D Du, H Feng, W Lv, S Ashrafinia, Q Yuan, Q Wang, W Yang, Q Feng, ...
Molecular imaging and biology 22, 730-738, 2020
Subregional radiomics analysis of PET/CT imaging with intratumor partitioning: application to prognosis for nasopharyngeal carcinoma
H Xu, W Lv, H Feng, D Du, Q Yuan, Q Wang, Z Dai, W Yang, Q Feng, J Ma, ...
Molecular Imaging and Biology 22, 1414-1426, 2020
Improved Modeling and Image Generation for Fluorescence Molecular Tomography (FMT) and Positron Emission Tomography (PET)
Y Zhu
The Johns Hopkins University, 2020
Accuracy and Limitation of Using Single-Time-Point Dosimetry for Theranostics
X Hou, J Brosh, G Boning, A Celler, A Rahmim
MEDICAL PHYSICS 47 (6), E374-E374, 2020

Dynamic whole-body PET imaging: principles, potentials and applications
A Rahmim, MA Lodge, NA Karakatsanis, VY Panin, Y Zhou, A McMillan, ...
European journal of nuclear medicine and molecular imaging 46, 501-518, 2019
Subtle MR guidance for partial volume correction of PET images: a comparison of techniques
Y Zhu, Y Gao, A Rahmim
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2019
Post-reconstruction MRI-guided enhancement of PET Images using parallel level set method with bregman iteration
Y Zhu, Y Gao, O Rousset, D Wong, A Rahmim
Journal of Nuclear Medicine 60 (supplement 1), 179-179, 2019
MR-guided partial volume correction of 3D PET images using a split Bregman optimized parallel level set framework
Y Zhu, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 46 (SUPPL 1 …, 2019
Accuracy of kidney dosimetry performed using simplified time activity curve modelling methods: a 177Lu-DOTATATE patient study
W Zhao, PL Esquinas, A Frezza, X Hou, JM Beauregard, A Celler
Physics in Medicine & Biology 64 (17), 175006, 2019
Personalized kidney dosimetry in 177Lu-octreotate treatment of neuroendocrine tumours: a comparison of kidney dosimetry estimates based on a whole organ and small volume …
X Hou, W Zhao, JM Beauregard, A Celler
Physics in Medicine & Biology 64 (17), 175004, 2019
Analysis of radioactive waste generated during the cyclotron production of 99mTc
LA Stothers, X Hou, M Vuckovic, K Buckley, F Bénard, P Schaffer, A Celler
Physics in Medicine & Biology 64 (5), 055008, 2019
Radiomics analysis of PET and CT components of PET/CT imaging integrated with clinical parameters: application to prognosis for nasopharyngeal carcinoma
W Lv, Q Yuan, Q Wang, J Ma, Q Feng, W Chen, A Rahmim, L Lu
Molecular imaging and biology 21, 954-964, 2019
Multi-level multi-modality fusion radiomics: application to PET and CT imaging for prognostication of head and neck cancer
W Lv, S Ashrafinia, J Ma, L Lu, A Rahmim
IEEE journal of biomedical and health informatics 24 (8), 2268-2277, 2019
Radiomics signature on computed tomography imaging: association with lymph node metastasis in patients with gastric cancer
Y Jiang, W Wang, C Chen, X Zhang, X Zha, W Lv, J Xie, W Huang, Z Sun, ...
Frontiers in oncology 9, 340, 2019
Dose distribution radiomics: a new paradigm for assessment of radioligand therapy
X Hou, W Lv, J Buregaurd, A Celler, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 46 (SUPPL 1 …, 2019
Impact of PET/CT image reconstruction parameters on patient dose distributions for quantitative 90Y liver radioembolization
X Hou, H Ma, P Esquinas, S Tolhurst, F Benard, D Liu, A Celler
EANM'19, 2019
Accuracy of personalized kidney dosimetry in 177Lu-DOTA-TATE based on a simplified single-time-acquisition with segmentation-free small-volume method
X Hou, W Zhao, JM Beauregard, A Celler
EANM'19, 2019
Multi-level multi-modality fusion radiomics: application to PET and CT imaging for improved prognostication of head and neck cancer
W Lv, S Ashrafinia, J Ma, L Lu, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 46 (SUPPL 1 …, 2019
Dose distribution radiomics: a new paradigm for assessment of radioligand therapy
X Hou, W Lv, J Buregaurd, A Celler, A Rahmim
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 46 (SUPPL 1 …, 2019
Establishment of a deep feature-based classification model for distinguishing benign and malignant breast tumors on full-filed digital mammography
C Liang, M Li, Z Bian, W Lv, D Zeng, J Ma
Nan fang yi ke da xue xue bao= Journal of Southern Medical University 39 (1 …, 2019

Image reconstruction in fluorescence molecular tomography with sparsity-initialized maximum-likelihood expectation maximization
Y Zhu, AK Jha, DF Wong, A Rahmim
Biomedical optics express 9 (7), 3106-3121, 2018
Voxel-based partial volume correction of amyloid PET images incorporating non-local means regularization
Y Gao, H Zhang, Y Zhu, M Bilgel, O Rousset, S Resnick, DF Wong, L Lu, ...
2018 IEEE Nuclear Science Symposium and Medical Imaging Conference …, 2018
Incorporating reflection boundary conditions in the Neumann series radiative transport equation: application to photon propagation and reconstruction in diffuse optical imaging
AK Jha, Y Zhu, S Arridge, DF Wong, A Rahmim
Biomedical optics express 9 (4), 1389-1407, 2018
Improved sparse reconstruction for fluorescence molecular tomography with poisson noise modeling
Y Zhu, AK Jha, DF Wong, A Rahmim
Microscopy Histopathology and Analytics, JTu3A. 51, 2018
Application of computational breast phantoms to evaluate reconstruction methods for fluorescence molecular tomography
Y Zhu, AK Jha, A Rahmim
arXiv preprint arXiv:1803.11289, 2018
Determination of gamma camera calibration factors for quantitation of therapeutic radioisotopes
W Zhao, PL Esquinas, X Hou, CF Uribe, M Gonzalez, JM Beauregard, ...
EJNMMI physics 5, 1-16, 2018
Segmentation-free direct tumor volume and metabolic activity estimation from PET scans
SA Taghanaki, N Duggan, H Ma, X Hou, A Celler, F Benard, G Hamarneh
Computerized Medical Imaging and Graphics 63, 52-66, 2018
Radiomics signature of computed tomography imaging for prediction of survival and chemotherapeutic benefits in gastric cancer
Y Jiang, C Chen, J Xie, W Wang, X Zha, W Lv, H Chen, Y Hu, T Li, J Yu, ...
EBioMedicine 36, 171-182, 2018
Radiomic signature of 18F fluorodeoxyglucose PET/CT for prediction of gastric cancer survival and chemotherapeutic benefits
Y Jiang, Q Yuan, W Lv, S Xi, W Huang, Z Sun, H Chen, L Zhao, W Liu, ...
Theranostics 8 (21), 5915, 2018
Robustness versus disease differentiation when varying parameter settings in radiomics features: application to nasopharyngeal PET/CT
W Lv, Q Yuan, Q Wang, J Ma, J Jiang, W Yang, Q Feng, W Chen, ...
European radiology 28, 3245-3254, 2018
A computer-aided diagnosis scheme of breast lesion classification using GLGLM and shape features: Combined-view and multi-classifiers
C Liang, Z Bian, W Lv, S Chen, D Zeng, J Ma
Physica Medica 55, 61-72, 2018
Machine learning methods for optimal differentiation of recurrence versus inflammation from post-therapy nasopharyngeal 18F-FDG PET/CT images
D Du, W Lv, Q Yuan, Q Wang, Q Feng, W Chen, A Rahmim, L Lu
Journal of Nuclear Medicine 59 (supplement 1), 125-125, 2018
Prognostic potentials of radiomics analysis on the PET and CT components of PET/CT complementary to clinical parameters in patients with nasopharyngeal carcinoma
W Lv, Q Yuan, Q Wang, J Ma, Q Feng, W Chen, A Rahmim, L Lu
Journal of Nuclear Medicine 59 (supplement 1), 1734-1734, 2018
Radiomics analysis of baseline F-FDG PET/CT images for improved prognosis in nasopharyngeal carcinoma
W Lv, Q Yuan, Q Wang, J Ma, Q Feng, W Chen, A Rahmim, L Lu
2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018 …, 2018

Association between midlife vascular risk factors and estimated brain amyloid deposition
RF Gottesman, ALC Schneider, Y Zhou, J Coresh, E Green, N Gupta, ...
Jama 317 (14), 1443-1450, 2017
The impact of image reconstruction settings on 18F-FDG PET radiomic features: multi-scanner phantom and patient studies
I Shiri, A Rahmim, P Ghaffarian, P Geramifar, H Abdollahi, ...
European radiology 27, 4498-4509, 2017
A three-step reconstruction method for fluorescence molecular tomography based on compressive sensing
Y Zhu, AK Jha, JK Dreyer, HND Le, JU Kang, PE Roland, DF Wong, ...
Optical Tomography and Spectroscopy of Tissue XII 10059, 100-107, 2017
A radiative transfer equation-based image-reconstruction method incorporating boundary conditions for diffuse optical imaging
AK Jha, Y Zhu, DF Wong, A Rahmim
Medical Imaging 2017: Biomedical Applications in Molecular, Structural, and …, 2017
Patient-specific dosimetry of 99mTc-HYNIC-Tyr3-Octreotide in children
X Hou, B Birkenfeld, H Piwowarska-Bilska, A Celler
EJNMMI physics 4, 1-13, 2017
Accuracy of gamma camera efficiency determination using different experimental configurations
W Zhao, P Esquinas, X Hou, C Uribe, M Gonzalez, JM Beauregard, ...
EANM'17, 2017
Gamma Ray Spectroscopy for Determination of Absolute Activities of Cyclotron-Produced Technetium Product Impurities and Waste
L Stothers, X Hou, M Vuckovic, K Buckley, P Schaffer, F Benard, T Ruth, ...
EANM'17, 2017
Impact of image reconstruction parameters on the dose-volume histogram for PET-based dosimetry for Y-90 radioembolization
H Ma, X Hou, F Benard, A Celler
EANM'17, 2017
Radionuclidic purity measurements for cyclotron-produced 99mTc via 100Mo(p,2n) at 18 MeV
K Buckley, J Tanguay, X Hou, L Stothers, M Vuckovic, K Frantzen, ...
AIP Conference Proceedings 1845 (1), 020003, 2017
Robustness of radiomic features in 18F-FDG PET/CT imaging of Nasopharyngeal Carcinoma: impact of parameter settings on different feature matrices
W Lv, L Lu, J Jiang, W Yang, J Ma, Q Feng, A Rahmim, W Chen
Journal of Nuclear Medicine 58 (supplement 1), 1319-1319, 2017

The role of dopamine in value-based attentional orienting
BA Anderson, H Kuwabara, DF Wong, EG Gean, A Rahmim, JR Brašić, ...
Current Biology 26 (4), 550-555, 2016
The ARIC-PET amyloid imaging study: brain amyloid differences by age, race, sex, and APOE
RF Gottesman, ALC Schneider, Y Zhou, X Chen, E Green, N Gupta, ...
Neurology 87 (5), 473-480, 2016
Incorporating boundary conditions in the integral form of the radiative transfer equation for transcranial imaging
AK Jha, Y Zhu, JU Kang, JK Dreyer, A Gjedde, DF Wong, A Rahmim
Optics and the Brain, JW3A. 47, 2016
Imaging study of using radiopharmaceuticals labeled with cyclotron-produced 99mTc
X Hou, J Tanguay, M Vuckovic, K Buckley, P Schaffer, F Bénard, TJ Ruth, ...
Physics in Medicine & Biology 61 (23), 8199, 2016
Robustness of Radiomic Features in [11C]Choline and [18F]FDG PET/CT Imaging of Nasopharyngeal Carcinoma: Impact of Segmentation and Discretization
L Lu, W Lv, J Jiang, J Ma, Q Feng, A Rahmim, W Chen
Molecular Imaging and Biology 18, 935-945, 2016
Patient-Specific Dose Estimation of Tc-99m-Hynic-Tyr (3)-Octreotide in Children
X Hou, B Birkenfeld, H Piwowarska-Bilska, A Celler
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 43, S397-S398, 2016
Patient-Specific Dose Estimation of 99mTc-Hynic-Tyr3-Octreotide in Children
X Hou, B Birkenfeld, H Piwowarska-Bilska, A Celler
EANM'16, 2016
An experimental framework for task-based assessment of spatial resolution in quantitative PET/CT
J Tanguay, H Ma, X Hou, F Benard, A Celler
Journal of Nuclear Medicine 57 (supplement 2), 1940-1940, 2016
The impact of impurities in cyclotron-produced 99mTc on image quality
X Hou, J Tanguay, F Benard, K Buckley, P Schaffer, T Ruth, A Celler
Journal of Nuclear Medicine 57 (supplement 2), 1873-1873, 2016
Optimizing multi-stage CdZnTe Compton camera for real-time proton range determination in proton radiotherapy
L Stothers, X Hou, J Tanguay, A Celler
Journal of Nuclear Medicine 57 (supplement 2), 1946-1946, 2016
Robustness of textural features in 11C-choline and 18F-FDG PET/CT scans of nasopharyngeal carcinoma
L Lu, W Lv, J Jiang, J Ma, Q Feng, A Rahmim, W Chen
Journal of Nuclear Medicine 57 (supplement 2), 1896-1896, 2016

Production of Y-86 and other radiometals for research purposes using a solution target system
E Oehlke, C Hoehr, X Hou, V Hanemaayer, S Zeisler, MJ Adam, TJ Ruth, ...
Nuclear medicine and biology 42 (11), 842-849, 2015
Molybdenum target specifications for cyclotron production of 99mTc based on patient dose estimates
X Hou, J Tanguay, K Buckley, P Schaffer, F Bénard, TJ Ruth, A Celler
Physics in Medicine & Biology 61 (2), 542, 2015
A fast and simple dose-calibrator-based quality control test for the radionuclidic purity of cyclotron-produced 99mTc
J Tanguay, X Hou, P Esquinas, M Vuckovic, K Buckley, P Schaffer, ...
Physics in Medicine & Biology 60 (21), 8229, 2015
Quantitative analysis of relationships between irradiation parameters and the reproducibility of cyclotron-produced 99mTc yields
J Tanguay, X Hou, K Buckley, P Schaffer, F Bénard, TJ Ruth, A Celler
Physics in Medicine & Biology 60 (10), 3883, 2015
Production of radiometals in a liquid target
C Hoehr, P Schaffer, E Oehlke, X Hou, S Zeisler, M Adam, T Ruth, ...
Versatile method for producing multiple radiometals from a single cyclotron target
E Oehlke, C Hoehr, X Hou, V Hanemaayer, S Zeisler, G Dias, M Adam, ...
ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY 250, 2015
Investigation of the impact on image resolution of trace impurities found in cyclotron-produced 99mTc pertechnetate
X Hou, J Tanguay, F Benard, M Vuckovic, K Buckley, P Schaffer, T Ruth, ...
Journal of Nuclear Medicine 56 (supplement 3), 1749-1749, 2015
A quality-control test for the radionuclidic purity of cyclotron-produced 99mTc
J Tanguay, X Hou, A Celler, F Benard, P Schaffer, K Buckley, T Ruth
Journal of Nuclear Medicine 56 (supplement 3), 440-440, 2015
Proposed specifications for cyclotron-produced 99mTc-pertechnetate.
F Benard, T Ruth, K Buckley, J Tanguay, X Hou, M Vuckovic, J Valliant, ...
Journal of Nuclear Medicine 56 (supplement 3), 441-441, 2015
Theoretical analysis of the effect of target-thickness fluctuations on reaction-rate variability for proton-induced nuclear reactions on enriched Mo targets
J Tanguay, X Hou, F Bénard, K Buckley, T Ruth, P Schaffer, A Celler

Implementation of multi-curie production of 99mTc by conventional medical cyclotrons
F Bénard, KR Buckley, TJ Ruth, SK Zeisler, J Klug, V Hanemaayer, ...
Journal of Nuclear Medicine 55 (6), 1017-1022, 2014
44gSc production using a water target on a 13 MeV cyclotron
C Hoehr, E Oehlke, F Benard, CJ Lee, X Hou, B Badesso, S Ferguson, ...
Nuclear medicine and biology 41 (5), 401-406, 2014
Cross-linked polyethylene glycol beads to separate 99mTc-pertechnetate from low-specific-activity molybdenum
F Bénard, SK Zeisler, M Vuckovic, KS Lin, Z Zhang, N Colpo, X Hou, ...
Journal of Nuclear Medicine 55 (11), 1910-1914, 2014
Graphical user interface for yield and dose estimations for cyclotron-produced technetium
X Hou, M Vuckovic, K Buckley, F Bénard, P Schaffer, T Ruth, A Celler
Physics in Medicine & Biology 59 (13), 3337, 2014
Production of Radiometals in a Liquid Target
E Oehlke, C Hoehr, F Benard, X Hou, S Zeisler, M Adam, T Ruth, ...
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 41, S244-S244, 2014
Cyclotron-based production of radioisotopes for medical imaging studies
X Hou
University of British Columbia, 2014

Resolution modeling in PET imaging: theory, practice, benefits, and pitfalls
A Rahmim, J Qi, V Sossi
Medical physics 40 (6Part1), 064301, 2013
Dynamic whole-body PET parametric imaging: I. Concept, acquisition protocol optimization and clinical application
NA Karakatsanis, MA Lodge, AK Tahari, Y Zhou, RL Wahl, A Rahmim
Physics in medicine and biology 58 (20), 7391, 2013
Graphical user interface for yield and doses estimations for cyclotron technetium production
X Hou, A Celler, M Vuckovic, K Buckley, F Benard, P Schaffer, T Ruth
2013 IEEE Nuclear Science Symposium and Medical Imaging Conference (2013 NSS …, 2013
Physics & Instrumentation & Data Analysis: Standardisation
A Celler, J Gear, C Uribe, PL Esquinas, X Hou, J Grimes, G Flux
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 40, S258-S258, 2013
Phantom Studies of Cyclotron Produced Technetium-99m
X Hou, A Celler, M Vuckovic, P Shaffer, F Benard
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 40, S410-S410, 2013

Theoretical dosimetry estimations for radioisotopes produced by proton-induced reactions on natural and enriched molybdenum targets
X Hou, A Celler, J Grimes, F Benard, T Ruth
Physics in Medicine & Biology 57 (6), 1499, 2012
Patient dosimetry for cyclotron produced 99mTc radiopharmaceuticals
A Celler, X Hou, F Benard, P Schaffer, T Morley, M Vuckovic, T Ruth
Journal of Nuclear Medicine 53 (supplement 1), 1507-1507, 2012

Theoretical modeling of yields for proton-induced reactions on natural and enriched molybdenum targets
A Celler, X Hou, F Bénard, T Ruth
Physics in Medicine & Biology 56 (17), 5469, 2011
Theoretical Reaction Yield and Dosimetry for 99mTc Produced in a Cyclotron
AM Celler, X Hou, J Grimes, F Benard
EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 38, S105-S105, 2011
MO‐F‐110‐08: Yields and Dosimetry Estimates for Radioisotopes Produced in Proton‐Induced Reactions on Enriched Molybdenum Targets
X Hou, J Grimes, F Benard, TJ Ruth, A Celler
Medical Physics 38 (6Part27), 3729-3729, 2011

Quantification of cerebral cannabinoid receptors subtype 1 (CB1) in healthy subjects and schizophrenia by the novel PET radioligand [11C] OMAR
DF Wong, H Kuwabara, AG Horti, V Raymont, J Brasic, M Guevara, W Ye, ...
Neuroimage 52 (4), 1505-1513, 2010

Four‐dimensional (4D) image reconstruction strategies in dynamic PET: beyond conventional independent frame reconstruction
A Rahmim, J Tang, H Zaidi
Medical physics 36 (8), 3654-3670, 2009
Bayesian PET image reconstruction incorporating anato-functional joint entropy
J Tang, A Rahmim
Physics in Medicine & Biology 54 (23), 7063, 2009

PET versus SPECT: strengths, limitations and challenges
A Rahmim, H Zaidi
Nuclear medicine communications 29 (3), 193-207, 2008
Accurate event-driven motion compensation in high-resolution PET incorporating scattered and random events
A Rahmim, K Dinelle, JCK Cheng, MA Shilov, WP Segars, SC Lidstone, ...
Medical Imaging, IEEE Transactions on 27 (8), 1018-1033, 2008

Partial volume correction strategies in PET
O Rousset, A Rahmim, A Alavi, H Zaidi
PET clinics 2 (2), 235-249, 2007
Strategies for motion tracking and correction in PET
A Rahmim, O Rousset, H Zaidi
PET clinics 2 (2), 251-266, 2007

11C-JHU75528: a radiotracer for PET imaging of CB1 cannabinoid receptors
AG Horti, H Fan, H Kuwabara, J Hilton, HT Ravert, DP Holt, M Alexander, ...
Journal of Nuclear Medicine 47 (10), 1689-1696, 2006

Statistical dynamic image reconstruction in state-of-the-art high-resolution PET
A Rahmim, JC Cheng, S Blinder, ML Camborde, V Sossi
Physics in Medicine & Biology 50 (20), 4887, 2005
The second generation HRRT-a multi-centre scanner performance investigation
V Sossi, HWAM De Jong, WC Barker, P Bloomfield, Z Burbar, ...
IEEE Nuclear Science Symposium Conference Record, 2005 4, 2195-2199, 2005

Motion compensation in histogram-mode and list-mode EM reconstructions: beyond the event-driven approach
A Rahmim, P Bloomfield, S Houle, M Lenox, C Michel, KR Buckley, ...
Nuclear Science, IEEE Transactions on 51 (5), 2588-2596, 2004
Statistical list-mode image reconstruction for the high resolution research tomograph
A Rahmim, M Lenox, AJ Reader, C Michel, Z Burbar, TJ Ruth, V Sossi
Physics in Medicine & Biology 49 (18), 4239, 2004
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