Unveiling and Bridging the Functional Perception Gap in MLLMs: Atomic Visual Alignment and Hierarchical Evaluation via PET-Bench.

Arman Rahmim https://orcid.org/0000-0002-9980-2403 https://www.wikidata.org/entity/Q53072182 https://ieeexplore.ieee.org/author/37268234400

Zanting Ye Xiaolong Niu Xuanbin Wu Xu Han Shengyuan Liu Jing Hao Zhihao Peng 0002 Hao Sun Jieqin Lv Fanghu Wang Yanchao Huang Hubing Wu Yixuan Yuan Habib Zaidi Arman Rahmim Yefeng Zheng 0001 Lijun Lu Unveiling and Bridging the Functional Perception Gap in MLLMs: Atomic Visual Alignment and Hierarchical Evaluation via PET-Bench. 2026 January abs/2601.02737 CoRR https://doi.org/10.48550/arXiv.2601.02737 db/journals/corr/corr2601.html#abs-2601-02737 streams/journals/corr

Maziar Sabouri Nourhan Bayasi Arman Rahmim Multi-Kernel Gated Decoder Adapters for Robust Multi-Task Thyroid Ultrasound under Cross-Center Shift. 2026 March abs/2603.08906 CoRR https://doi.org/10.48550/arXiv.2603.08906 db/journals/corr/corr2603.html#abs-2603-08906 streams/journals/corr

Mohammad R. Salmanpour Morteza Alizadeh Ghazal Mousavi Saba Sadeghi Sajad Amiri Mehrdad Oveisi Arman Rahmim Ilker Hacihaliloglu Machine Learning Evaluation Metric Discrepancies Across Programming Languages and Their Components in Medical Imaging Domains: Need for Standardization. 47217-47229 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3549702 db/journals/access/access13.html#SalmanpourAMSAORH25 streams/journals/access

Zahra Valibeiglou Jalil Pirayesh Islamian Yunus Soleymani Saeed Farzanehfar Farahnaz Aghahosseini Neda Gilani Arman Rahmim Peyman Sheikhzadeh Enhancing radiomics robustness using bayesian penalized likelihood PET reconstruction: application to Phantom and non-small cell lung cancer patient studies. 223 2025 December 25 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-025-01774-2 db/journals/bmcmi/bmcmi25.html#ValibeiglouISFAGRS25 streams/journals/bmcmi

Esmail Jafari Amin Zarei Habibollah Dadgar Ahmad Keshavarz Hamid Abdollahi Rezvan Samimi Reyhaneh Manafi-Farid GhasemAli Divband Babak Nikkholgh Babak Fallahi HamidReza Amini Hojjat Ahmadzadehfar Arman Rahmim Farshad Zohrabi Majid Assadi Efficacy of PSMA PET/CT radiomics analysis for risk stratification in newly diagnosed prostate cancer: a multicenter study. 375 2025 December 25 BMC Medical Imaging 1 https://doi.org/10.1186/s12880-025-01914-8 db/journals/bmcmi/bmcmi25.html#JafariZDKASMDNFAARZA25 streams/journals/bmcmi

Shadab Ahamed Arman Rahmim IgCONDA-PET: Weakly-supervised PET anomaly detection using implicitly-guided attention-conditional counterfactual diffusion modeling - a multi-center, multi-cancer, and multi-tracer study. 102615 2025 124 Comput. Medical Imaging Graph. https://doi.org/10.1016/j.compmedimag.2025.102615 db/journals/cmig/cmig124.html#AhamedR25 streams/journals/cmig

Asim Shrestha Adam Watkins Fereshteh Yousefirizi Arman Rahmim Carlos F. Uribe RT-utils: A Minimal Python Library for RT-struct Manipulation. 7361 2025 May 10 J. Open Source Softw. 109 https://doi.org/10.21105/joss.07361 db/journals/jossw/jossw10.html#ShresthaWYRU25 streams/journals/jossw

Aryan Golzaryan Mohammad Souri Farshad Moradi Kashkooli Arman Rahmim Madjid Soltani Multi-scale computational modeling towards efficacy in radiopharmaceutical therapies while minimizing side effects: Modeling of amino acid infusion. 1013247 2025 21 PLoS Comput. Biol. 7 https://doi.org/10.1371/journal.pcbi.1013247 db/journals/ploscb/ploscb21.html#GolzaryanSKRS25 streams/journals/ploscb

Lucas A. Polson Roberto Fedrigo Chenguang Li Maziar Sabouri Obed Dzikunu Shadab Ahamed Nicolas A. Karakatsanis Sara Kurkowska Peyman Sheikhzadeh Pedro L. Esquinas Arman Rahmim Carlos F. Uribe PyTomography: A python library for medical image reconstruction. 102020 2025 29 SoftwareX https://doi.org/10.1016/j.softx.2024.102020 db/journals/softx/softx29.html#PolsonFLSDAKKSERU25 streams/journals/softx

Lucas A. Polson Sara Kurkowska Chenguang Li Pedro L. Esquinas Peyman Sheikhzadeh Mehrshad Abbasi François Bénard Carlos F. Uribe Arman Rahmim Uncertainty Propagation From Projections to Region Counts in Tomographic Imaging: Application to Radiopharmaceutical Dosimetry. 3233-3244 2025 August 44 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2025.3560330 db/journals/tmi/tmi44.html#PolsonKLESABUR25 streams/journals/tmi

Obed Korshie Dzikunu Shadab Ahamed Amirhossein Toosi Xiaoxiao Li Arman Rahmim Adaptive Voxel-Weighted Loss Using L1 Norms in Deep Neural Networks for Detection and Segmentation of Prostate Cancer Lesions in PET/CT Images. 2025 February abs/2502.02756 CoRR https://doi.org/10.48550/arXiv.2502.02756 db/journals/corr/corr2502.html#abs-2502-02756 streams/journals/corr

Maziar Sabouri Ghasem Hajianfar Alireza Rafiei Sardouei Milad Yazdani Azin Asadzadeh Soroush Bagheri Mohsen Arabi Seyed Rasoul Zakavi Emran Askari Atena Aghaee Dena Shahriari Habib Zaidi Arman Rahmim AI-Augmented Thyroid Scintigraphy for Robust Classification. 2025 March abs/2503.00366 CoRR https://doi.org/10.48550/arXiv.2503.00366 db/journals/corr/corr2503.html#abs-2503-00366 streams/journals/corr

Obed Korshie Dzikunu Amirhossein Toosi Shadab Ahamed Sara Harsini François Bénard Xiaoxiao Li Arman Rahmim Comprehensive Evaluation of Quantitative Measurements from Automated Deep Segmentations of PSMA PET/CT Images. 2025 April abs/2504.16237 CoRR https://doi.org/10.48550/arXiv.2504.16237 db/journals/corr/corr2504.html#abs-2504-16237 streams/journals/corr

Mohammad R. Salmanpour Seyed Mohammad Piri Somayeh Sadat Mehrnia Ahmad Shariftabrizi Masume Allahmoradi Venkata SK. Manem Arman Rahmim Ilker Hacihaliloglu Pathobiological Dictionary Defining Pathomics and Texture Features: Addressing Understandable AI Issues in Personalized Liver Cancer; Dictionary Version LCP1.0. 2025 May abs/2505.14926 CoRR https://doi.org/10.48550/arXiv.2505.14926 db/journals/corr/corr2505.html#abs-2505-14926 streams/journals/corr

Morteza Alizadeh Mehrdad Oveisi Sonya Falahati Ghazal Mousavi Mohsen Alambardar Meybodi Somayeh Sadat Mehrnia Ilker Hacihaliloglu Arman Rahmim Mohammad R. Salmanpour AllMetrics: A Unified Python Library for Standardized Metric Evaluation and Robust Data Validation in Machine Learning. 2025 May abs/2505.15931 CoRR https://doi.org/10.48550/arXiv.2505.15931 db/journals/corr/corr2505.html#abs-2505-15931 streams/journals/corr

Yan Liu Huitian Xia Nancy A. Obuchowski Richard Laforest Arman Rahmim Barry A. Siegel Abhinav K. Jha Emerging Frameworks for Objective Task-based Evaluation of Quantitative Medical Imaging Methods. 2025 July abs/2507.04591 CoRR https://doi.org/10.48550/arXiv.2507.04591 db/journals/corr/corr2507.html#abs-2507-04591 streams/journals/corr

Mohammad R. Salmanpour Amir Hossein Pouria Sonia Falahati Shahram Taeb Somayeh Sadat Mehrnia Mehdi Maghsudi Ali Fathi Jouzdani Mehrdad Oveisi Ilker Hacihaliloglu Arman Rahmim Robust Semi-Supervised CT Radiomics for Lung Cancer Prognosis: Cost-Effective Learning with Limited Labels and SHAP Interpretation. 2025 July abs/2507.08189 CoRR https://doi.org/10.48550/arXiv.2507.08189 db/journals/corr/corr2507.html#abs-2507-08189 streams/journals/corr

Arman Gorji Nima Sanati Amir Hossein Pouria Somayeh Sadat Mehrnia Ilker Hacihaliloglu Arman Rahmim Mohammad R. Salmanpour Radiological and Biological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Breast Cancer; Dictionary Version BM1.0. 2025 July abs/2507.16041 CoRR https://doi.org/10.48550/arXiv.2507.16041 db/journals/corr/corr2507.html#abs-2507-16041 streams/journals/corr

Mohammad R. Salmanpour Somayeh Sadat Mehrnia Sajad Jabarzadeh Ghandilu Zhino Safahi Sonya Falahati Shahram Taeb Ghazal Mousavi Mehdi Maghsoudi Ahmad Shariftabrizi Ilker Hacihaliloglu Arman Rahmim Handcrafted vs. Deep Radiomics vs. Fusion vs. Deep Learning: A Comprehensive Review of Machine Learning -Based Cancer Outcome Prediction in PET and SPECT Imaging. 2025 July abs/2507.16065 CoRR https://doi.org/10.48550/arXiv.2507.16065 db/journals/corr/corr2507.html#abs-2507-16065 streams/journals/corr

Numan Saeed Salma Hassan Shahad Hardan Ahmed Aly Darya Taratynova Umair Nawaz Ufaq Khan Muhammad Ridzuan Vincent Andrearczyk Adrien Depeursinge Yutong Xie 0001 Thomas Eugene Raphaël Metz Mélanie Dore Gregory Delpon Vijay Ram Papineni Kareem A. Wahid Cem Dede Alaa Mohamed Shawky Ali Carlos Sjogreen Mohamed A. Naser Clifton D. Fuller Valentin Oreiller Mario Jreige John O. Prior Catherine Cheze Le Rest Olena Tankyevych Pierre Decazes Su Ruan Stephanie Tanadini-Lang Martin Vallières Hesham Elhalawani Ronan Abgral Romain Floch Kevin Kerleguer Ulrike Schick Maelle Mauguen David Bourhis Jean-Christophe Leclere Amandine Sambourg Arman Rahmim Mathieu Hatt Mohammad Yaqub A Multimodal and Multi-centric Head and Neck Cancer Dataset for Segmentation, Diagnosis and Outcome Prediction. 2025 September abs/2509.00367 CoRR https://doi.org/10.48550/arXiv.2509.00367 db/journals/corr/corr2509.html#abs-2509-00367 streams/journals/corr

Sajad Amiri Shahram Taeb Sara Gharibi Setareh Dehghanfard Somayeh Sadat Mehrnia Mehrdad Oveisi Ilker Hacihaliloglu Arman Rahmim Mohammad R. Salmanpour Enhancement Without Contrast: Stability-Aware Multicenter Machine Learning for Glioma MRI Imaging. 2025 September abs/2509.10767 CoRR https://doi.org/10.48550/arXiv.2509.10767 db/journals/corr/corr2509.html#abs-2509-10767 streams/journals/corr

Alejandro López-Montes Fereshteh Yousefirizi Yizhou Chen Yazdan Salimi Robert Seifert Ali Afshar-Oromieh Carlos F. Uribe Axel Rominger Habib Zaidi Arman Rahmim Kuangyu Shi Artificial intelligence for simplified patient-centered dosimetry in radiopharmaceutical therapies. 2025 October abs/2510.12714 CoRR https://doi.org/10.48550/arXiv.2510.12714 db/journals/corr/corr2510.html#abs-2510-12714 streams/journals/corr

Ahmad Fayaz-Bakhsh Janice Tania Syaheerah Lebai Lutfi Abhinav K. Jha Arman Rahmim What is Implementation Science; and Why It Matters for Bridging the Artificial Intelligence Innovation-to-Application Gap in Medical Imaging. 2025 October abs/2510.13006 CoRR https://doi.org/10.48550/arXiv.2510.13006 db/journals/corr/corr2510.html#abs-2510-13006 streams/journals/corr

Mohammad R. Salmanpour Sonya Falahati Amir Hossein Pouria Amin Mousavi Somayeh Sadat Mehrnia Morteza Alizadeh Arman Gorji Zeinab Farsangi Alireza Safarian Mehdi Maghsudi Carlos Uribe Arman Rahmim Ren Yuan Click, Predict, Trust: Clinician-in-the-Loop AI Segmentation for Lung Cancer CT-Based Prognosis within the Knowledge-to-Action Framework. 2025 October abs/2510.17039 CoRR https://doi.org/10.48550/arXiv.2510.17039 db/journals/corr/corr2510.html#abs-2510-17039 streams/journals/corr

Robert V. Bergen Jean-François Rajotte Fereshteh Yousefirizi Arman Rahmim Raymond T. Ng Assessing privacy leakage in synthetic 3-D PET imaging using transversal GAN. 107910 2024 January 243 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2023.107910 db/journals/cmpb/cmpb243.html#BergenRYRN24

Anahita Piranfar Madjid Soltani Farshad Moradi Kashkooli Carlos F. Uribe Arman Rahmim Spatiotemporal modeling of radiopharmaceutical transport in solid tumors: Application to 177Lu-PSMA therapy of prostate cancer. 108004 2024 245 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2023.108004 db/journals/cmpb/cmpb245.html#PiranfarSKUR24

Isaac Shiri Yazdan Salimi Abdollah Saberi Masoumeh Pakbin Ghasem Hajianfar Atlas Haddadi Avval Amirhossein Sanaat Azadeh Akhavanallaf Shayan Mostafaei Zahra Mansouri Dariush Askari Mohammadreza Ghasemian Ehsan Sharifipour Saleh Sandoughdaran Ahmad Sohrabi Elham Sadati Somayeh Livani Pooya Iranpour Shahriar Kolahi Bardia Khosravi Maziar Khateri Salar Bijari Mohammad Reza Atashzar Sajad P. Shayesteh Mohammadreza Babaei Elnaz Jenabi Mohammad Hasanian Alireza Shahhamzeh Seyed Yaser Foroghi Ghomi Abolfazl Mozafari Hesamaddin Shirzad-Aski Fatemeh Movaseghi Rama Bozorgmehr Neda Goharpey Hamid Abdollahi Parham Geramifar Amir Reza Radmard Hossein Arabi Kiara Rezaei-Kalantari Mehrdad Oveisi Arman Rahmim Habib Zaidi Differentiation of COVID-19 pneumonia from other lung diseases using CT radiomic features and machine learning: A large multicentric cohort study. 2024 March 34 Int. J. Imaging Syst. Technol. 2 https://doi.org/10.1002/ima.23028 https://www.wikidata.org/entity/Q128814440 db/journals/imst/imst34.html#ShiriSSPHASAMMAGSSSSLIKKKBASBJHSGM24

Obed Dzikunu Maziar Sabouri Shadab Ahamed Carlos F. Uribe Arman Rahmim Lucas A. Polson SlicerSPECTRecon: A 3D Slicer Extension for SPECT Image Reconstruction. 7399 2024 December 9 J. Open Source Softw. 104 https://doi.org/10.21105/joss.07399 db/journals/jossw/jossw9.html#DzikunuSAURP24 streams/journals/jossw

Niloufar Zakariaei Arman Rahmim Eldad Haber Beyond Conventional Parametric Modeling: Data-Driven Framework for Estimation and Prediction of Time Activity Curves in Dynamic PET Imaging. 99-109 2024 CMMCA@MICCAI https://doi.org/10.1007/978-3-031-73360-4_11 conf/cmmca/2024 db/conf/cmmca/cmmca2024.html#ZakariaeiRH24 Ghasem Hajianfar Maziar Sabouri Abdollah Saberi Manesh Soroush Bagheri Mohsen Arabi Seyed Rasoul Zakavi Emran Askari Ali Rasouli Azin Asadzadeh Atena Aghaee Kourosh Fattahi Ehsan Bayat Mahdi Mogharrabi Mohammad Chehreghani Yazdan Salimi Amirhossein Sanaat Arman Rahmim Isaac Shiri Habib Zaidi Stable Diffusion Model-Based Scintigraphy Image Synthesis: Data Augmentation Toward Enhanced Multiclass Thyroid Diagnosis. 1-6 2024 EUVIP https://doi.org/10.1109/EUVIP61797.2024.10772863 conf/euvip/2024 db/conf/euvip/euvip2024.html#HajianfarSMBAZARAAFBMCS24 streams/conf/euvip Maziar Sabouri Shadab Ahamed Azin Asadzadeh Atlas Haddadi Avval Soroush Bagheri Mohsen Arabi Seyed Rasoul Zakavi Emran Askari Ali Rasouli Atena Aghaee Mohaddese Sehati Fereshteh Yousefirizi Carlos F. Uribe Ghasem Hajianfar Habib Zaidi Arman Rahmim Thyroidiomics: An Automated Pipeline for Segmentation and Classification of Thyroid Pathologies from Scintigraphy Images. 1-6 2024 EUVIP https://doi.org/10.1109/EUVIP61797.2024.10772785 conf/euvip/2024 db/conf/euvip/euvip2024.html#SabouriAAABAZARASYUHZR24 streams/conf/euvip Amirhosein Toosi Sara Harsini François Bénard Carlos F. Uribe Arman Rahmim How to Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-angle Maximum Intensity Projections and Diffusion Models. 212-221 2024 DGM4MICCAI@MICCAI https://doi.org/10.1007/978-3-031-72744-3_21 conf/miccai/2024dgm4miccai db/conf/miccai/dgm4miccai2024.html#ToosiHBUR24 streams/conf/miccai

Shadab Ahamed Natalia Dubljevic Ingrid Bloise Claire Gowdy Patrick Martineau Don Wilson Carlos F. Uribe Arman Rahmim Fereshteh Yousefirizi A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma. 2024 abs/2403.07092 CoRR https://doi.org/10.48550/arXiv.2403.07092 db/journals/corr/corr2403.html#abs-2403-07092

Shadab Ahamed Yixi Xu Ingrid Bloise Joo H. O Carlos F. Uribe Rahul Dodhia Juan Lavista Ferres Arman Rahmim A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset. 2024 abs/2403.07105 CoRR https://doi.org/10.48550/arXiv.2403.07105 db/journals/corr/corr2403.html#abs-2403-07105

Yasamin Medghalchi Niloufar Zakariaei Arman Rahmim Ilker Hacihaliloglu MEDDAP: Medical Dataset Enhancement via Diversified Augmentation Pipeline. 2024 abs/2403.16335 CoRR https://doi.org/10.48550/arXiv.2403.16335 db/journals/corr/corr2403.html#abs-2403-16335

Shadab Ahamed Yixi Xu Arman Rahmim IgCONDA-PET: Implicitly-Guided Counterfactual Diffusion for Detecting Anomalies in PET Images. 2024 abs/2405.00239 CoRR https://doi.org/10.48550/arXiv.2405.00239 db/journals/corr/corr2405.html#abs-2405-00239

Amirhosein Toosi Isaac Shiri Habib Zaidi Arman Rahmim Segmentation-Free Outcome Prediction in Head and Neck Cancer: Deep Learning-based Feature Extraction from Multi-Angle Maximum Intensity Projections (MA-MIPs) of PET Images. 2024 abs/2405.01756 CoRR https://doi.org/10.48550/arXiv.2405.01756 db/journals/corr/corr2405.html#abs-2405-01756

Arman Rahmim Tyler J. Bradshaw Guido Davidzon Joyita Dutta Georges El Fakhri Munir Ghesani Nicolas A. Karakatsanis Quanzheng Li Chi Liu 0001 Emilie Roncali Babak Saboury Tahir Yusufaly Abhinav K. Jha Nuclear Medicine Artificial Intelligence in Action: The Bethesda Report (AI Summit 2024). 2024 abs/2406.01044 CoRR https://doi.org/10.48550/arXiv.2406.01044 db/journals/corr/corr2406.html#abs-2406-01044 streams/journals/corr

Md Shahriar Rahim Siddiqui Arman Rahmim Eldad Haber Deep Optimal Experimental Design for Parameter Estimation Problems. 2024 abs/2406.14003 CoRR https://doi.org/10.48550/arXiv.2406.14003 db/journals/corr/corr2406.html#abs-2406-14003 streams/journals/corr

Maziar Sabouri Shadab Ahamed Azin Asadzadeh Atlas Haddadi Avval Soroush Bagheri Mohsen Arabi Seyed Rasoul Zakavi Emran Askari Ali Rasouli Atena Aghaee Mohaddese Sehati Fereshteh Yousefirizi Carlos F. Uribe Ghasem Hajianfar Habib Zaidi Arman Rahmim Thyroidiomics: An Automated Pipeline for Segmentation and Classification of Thyroid Pathologies from Scintigraphy Images. 2024 abs/2407.10336 CoRR https://doi.org/10.48550/arXiv.2407.10336 db/journals/corr/corr2407.html#abs-2407-10336 streams/journals/corr

Amirhosein Toosi Sara Harsini François Bénard Carlos F. Uribe Arman Rahmim How To Segment in 3D Using 2D Models: Automated 3D Segmentation of Prostate Cancer Metastatic Lesions on PET Volumes Using Multi-Angle Maximum Intensity Projections and Diffusion Models. 2024 abs/2407.18555 CoRR https://doi.org/10.48550/arXiv.2407.18555 db/journals/corr/corr2407.html#abs-2407-18555 streams/journals/corr

SaeedReza Motamedian Sadra Mohaghegh Elham Babadi Oregani Mahrsa Amjadi Parnian Shobeiri Negin Cheraghi Niusha Solouki Nikoo Ahmadi Mohammad-Rahimi Hossein Yassine Bouchareb Arman Rahmim Prognosis of COVID-19 using Artificial Intelligence: A Systematic Review and Meta-analysis. 2024 abs/2408.00208 CoRR https://doi.org/10.48550/arXiv.2408.00208 db/journals/corr/corr2408.html#abs-2408-00208 streams/journals/corr

Mohammad R. Salmanpour Morteza Alizadeh Ghazal Mousavi Saba Sadeghi Sajad Amiri Mehrdad Oveisi Arman Rahmim Ilker Hacihaliloglu Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization. 2024 abs/2411.12032 CoRR https://doi.org/10.48550/arXiv.2411.12032 db/journals/corr/corr2411.html#abs-2411-12032 streams/journals/corr

Mohammad R. Salmanpour Arman Gorji Amin Mousavi Ali Fathi Jouzdani Nima Sanati Mehdi Maghsudi Bonnie Leung Cheryl Ho Ren Yuan Arman Rahmim Enhanced Lung Cancer Survival Prediction using Semi-Supervised Pseudo-Labeling and Learning from Diverse PET/CT Datasets. 2024 abs/2412.00068 CoRR https://doi.org/10.48550/arXiv.2412.00068 db/journals/corr/corr2412.html#abs-2412-00068 streams/journals/corr

Mohammad R. Salmanpour Sajad Amiri Sara Gharibi Ahmad Shariftabrizi Yixi Xu William B. Weeks Arman Rahmim Ilker Hacihaliloglu Biological and Radiological Dictionary of Radiomics Features: Addressing Understandable AI Issues in Personalized Prostate Cancer; Dictionary Version PM1.0. 2024 abs/2412.10967 CoRR https://doi.org/10.48550/arXiv.2412.10967 db/journals/corr/corr2412.html#abs-2412-10967 streams/journals/corr

Marzieh Esmaeili Amirhosein Toosi Arash Roshanpoor Vahid Changizi Marjan Ghazisaeedi Arman Rahmim Mohammad Sabokrou Generative Adversarial Networks for Anomaly Detection in Biomedical Imaging: A Study on Seven Medical Image Datasets. 17906-17921 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3244741 db/journals/access/access11.html#EsmaeiliTRCGRS23

Yixi Xu Ivan S. Klyuzhin Sara Harsini Anthony Ortiz Shun Zhang François Bénard Rahul Dodhia Carlos F. Uribe Arman Rahmim Juan Lavista Ferres Automatic segmentation of prostate cancer metastases in PSMA PET/CT images using deep neural networks with weighted batch-wise dice loss. 106882 2023 May 158 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2023.106882 db/journals/cbm/cbm158.html#XuKHOZBDURF23

Mohammad R. Salmanpour Mahdi Hosseinzadeh Seyed Masoud Rezaeijo Arman Rahmim Fusion-based tensor radiomics using reproducible features: Application to survival prediction in head and neck cancer. 107714 2023 October 240 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2023.107714 db/journals/cmpb/cmpb240.html#SalmanpourHRR23

Mohammad R. Salmanpour Mahdi Hosseinzadeh Mahya Bakhtiyari Mehdi Maghsudi Arman Rahmim Prediction of drug amount in Parkinson's disease using hybrid machine learning systems and radiomics features. 1437-1449 2023 July 33 Int. J. Imaging Syst. Technol. 4 https://doi.org/10.1002/ima.22868 db/journals/imst/imst33.html#SalmanpourHBMR23

Shadab Ahamed Yixi Xu Ingrid Bloise Joo Hyun O Carlos F. Uribe Rahul Dodhia Juan Lavista Ferres Arman Rahmim A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset. 2023 Image Processing https://doi.org/10.1117/12.2652947 conf/miip/2023 db/conf/miip/miip2023.html#AhamedXBOUDFR23 Amirhosein Toosi Sara Harsini Shadab Ahamed Fereshteh Yousefirizi François Bénard Carlos F. Uribe Arman Rahmim State-of-the-art object detection algorithms for small lesion detection in PSMA PET: use of rotational maximum intensity projection (MIP) images. 2023 Image Processing https://doi.org/10.1117/12.2654527 conf/miip/2023 db/conf/miip/miip2023.html#ToosiHAYBUR23 Fereshteh Yousefirizi Joo Hyun O Ingrid Bloise Amirhosein Toosi Carlos F. Uribe Arman Rahmim Revisiting the supervision level in semi-supervised learning for automated tumor segmentation: application to lymphoma FDG PET imaging. 2023 Image Processing https://doi.org/10.1117/12.2654492 conf/miip/2023 db/conf/miip/miip2023.html#YousefiriziOBTU23 Roberto Fedrigo Fereshteh Yousefirizi Ziping Liu Abhinav K. Jha Robert V. Bergen Jean-François Rajotte Raymond T. Ng Ingrid Bloise Sara Harsini Dan J. Kadrmas Carlos F. Uribe Arman Rahmim Observer study-based evaluation of TGAN architecture used to generate oncological PET images. 2023 Image Perception, Observer Performance, and Technology Assessment https://doi.org/10.1117/12.2652661 conf/miipop/2023 db/conf/miipop/miipop2023.html#FedrigoYLJBRNBH23

Shadab Ahamed Arman Rahmim Generalized Dice Focal Loss trained 3D Residual UNet for Automated Lesion Segmentation in Whole-Body FDG PET/CT Images. 2023 abs/2309.13553 CoRR https://doi.org/10.48550/arXiv.2309.13553 db/journals/corr/corr2309.html#abs-2309-13553

Shadab Ahamed Yixi Xu Claire Gowdy Joo Hyun O Ingrid Bloise Don Wilson Patrick Martineau François Bénard Fereshteh Yousefirizi Rahul Dodhia Juan M. Lavista Ferres William B. Weeks Carlos F. Uribe Arman Rahmim Comprehensive Evaluation and Insights into the Use of Deep Neural Networks to Detect and Quantify Lymphoma Lesions in PET/CT Images. 2023 abs/2311.09614 CoRR https://doi.org/10.48550/arXiv.2311.09614 db/journals/corr/corr2311.html#abs-2311-09614

Isaac Shiri Mehdi Amini Mostafa Nazari Ghasem Hajianfar Atlas Haddadi Avval Hamid Abdollahi Mehrdad Oveisi Hossein Arabi Arman Rahmim Habib Zaidi Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images. 105230 2022 142 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2022.105230 db/journals/cbm/cbm142.html#ShiriANHAAOARZ22

Isaac Shiri Yazdan Salimi Masoumeh Pakbin Ghasem Hajianfar Atlas Haddadi Avval Amirhossein Sanaat Shayan Mostafaei Azadeh Akhavanallaf Abdollah Saberi Zahra Mansouri Dariush Askari Mohammadreza Ghasemian Ehsan Sharifipour Saleh Sandoughdaran Ahmad Sohrabi Elham Sadati Somayeh Livani Pooya Iranpour Shahriar Kolahi Maziar Khateri Salar Bijari Mohammad Reza Atashzar Sajad P. Shayesteh Bardia Khosravi Mohammadreza Babaei Elnaz Jenabi Mohammad Hasanian Alireza Shahhamzeh Seyed Yaser Foroghi Ghomi Abolfazl Mozafari Arash Teimouri Fatemeh Movaseghi Azin Ahmari Neda Goharpey Rama Bozorgmehr Hesamaddin Shirzad-Aski Roozbeh Mortazavi Jalal Karimi Nazanin Mortazavi Sima Besharat Mandana Afsharpad Hamid Abdollahi Parham Geramifar Amir Reza Radmard Hossein Arabi Kiara Rezaei-Kalantari Mehrdad Oveisi Arman Rahmim Habib Zaidi COVID-19 prognostic modeling using CT radiomic features and machine learning algorithms: Analysis of a multi-institutional dataset of 14, 339 patients. 105467 2022 145 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2022.105467 db/journals/cbm/cbm145.html#ShiriSPHASMASMA22

Milad Mousavi Mahsa Dehghan Manshadi Madjid Soltani Farshad Moradi Kashkooli Arman Rahmim Amir Mosavi Michal Kvasnica Peter M. Atkinson Levente Kovács Andras Koltay Norbert Kiss Hojjat Adeli Modeling the efficacy of different anti-angiogenic drugs on treatment of solid tumors using 3D computational modeling and machine learning. 105511 2022 146 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2022.105511 https://www.wikidata.org/entity/Q131319561 db/journals/cbm/cbm146.html#MousaviMSKRMKAK22

Pegah Moradi Khaniabadi Yassine Bouchareb Humoud Al Dhuhli Isaac Shiri Faiza Al Kindi Bita Moradi Khaniabadi Habib Zaidi Arman Rahmim Two-step machine learning to diagnose and predict involvement of lungs in COVID-19 and pneumonia using CT radiomics. 106165 2022 150 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2022.106165 db/journals/cbm/cbm150.html#KhaniabadiBDSKK22

Ivan S. Klyuzhin Yixi Xu Anthony Ortiz Juan Lavista Ferres Ghassan Hamarneh Arman Rahmim Testing the Ability of Convolutional Neural Networks to Learn Radiomic Features. 106750 2022 219 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2022.106750 https://www.wikidata.org/entity/Q113319813 db/journals/cmpb/cmpb219.html#KlyuzhinXOFHR22

Valentin Oreiller Vincent Andrearczyk Mario Jreige Sarah Boughdad Hesham Elhalawani Joël Castelli Martin Vallières Simeng Zhu Juanying Xie Ying Peng Andrei Iantsen Mathieu Hatt Yading Yuan Jun Ma 0016 Xiaoping Yang 0001 Chinmay Rao Suraj Pai Kanchan Ghimire Xue Feng 0001 Mohamed A. Naser Clifton D. Fuller Fereshteh Yousefirizi Arman Rahmim Huai Chen Lisheng Wang John O. Prior Adrien Depeursinge Head and neck tumor segmentation in PET/CT: The HECKTOR challenge. 102336 2022 77 Medical Image Anal. https://doi.org/10.1016/j.media.2021.102336 db/journals/mia/mia77.html#OreillerAJBECVZ22

Mohammad R. Salmanpour Mahdi Hosseinzadeh Ensiyeh Modiri Azizeh Akbari Ghasem Hajianfar Dariush Askari Mehdi Fatan Mehdi Maghsudi Hanieh Ghaffari Seyed Masoud Rezaeijo Mohammad Mahdi Ghaemi Arman Rahmim Advanced survival prediction in head and neck cancer using hybrid machine learning systems and radiomics features. 2022 Biomedical Applications in Molecular, Structural, and Functional Imaging https://doi.org/10.1117/12.2612816 conf/mibam/2022 db/conf/mibam/mibam2022.html#SalmanpourHMAHA22 Mohammad R. Salmanpour Mahdi Hosseinzadeh Azizeh Akbari Kasra Borazjani Kasra Mojallal Dariush Askari Ghasem Hajianfar Seyed Masoud Rezaeijo Mohammad Mahdi Ghaemi Amir Hossein Nabizadeh Arman Rahmim Prediction of TNM stage in head and neck cancer using hybrid machine learning systems and radiomics features. 2022 Computer-Aided Diagnosis https://doi.org/10.1117/12.2612998 conf/micad/2022 db/conf/micad/micad2022.html#SalmanpourHABMA22 Shadab Ahamed Luke Polson Arman Rahmim 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. 94-106 2022 HECKTOR@MICCAI https://doi.org/10.1007/978-3-031-27420-6_10 conf/miccai/2022hecktor db/conf/miccai/hecktor2022.html#AhamedPR22 Mohammad R. Salmanpour Ghasem Hajianfar Mahdi Hosseinzadeh Seyed Masoud Rezaeijo Mohammad Mehdi Hosseini Ehsanhosein Kalatehjari Ali Harimi Arman Rahmim Deep Learning and Machine Learning Techniques for Automated PET/CT Segmentation and Survival Prediction in Head and Neck Cancer. 230-239 2022 HECKTOR@MICCAI https://doi.org/10.1007/978-3-031-27420-6_23 conf/miccai/2022hecktor db/conf/miccai/hecktor2022.html#SalmanpourHHRHKHR22 Shadab Ahamed Natalia Dubljevic Ingrid Bloise Claire Gowdy Patrick Martineau Don Wilson Carlos F. Uribe Arman Rahmim Fereshteh Yousefirizi A cascaded deep network for automated tumor detection and segmentation in clinical PET imaging of diffuse large B-cell lymphoma. 2022 Image Processing https://doi.org/10.1117/12.2612684 conf/miip/2022 db/conf/miip/miip2022.html#AhamedDBGMWURY22 Robert V. Bergen Jean-François Rajotte Fereshteh Yousefirizi Ivan S. Klyuzhin Arman Rahmim Raymond T. Ng 3D PET image generation with tumour masks using TGAN. 2022 Image Processing https://doi.org/10.1117/12.2611292 conf/miip/2022 db/conf/miip/miip2022.html#BergenRYKRN22 Arash Javanmardi Mahdi Hosseinzadeh Ghasem Hajianfar Amir Hossein Nabizadeh Seyed Masoud Rezaeijo Arman Rahmim Mohammad R. Salmanpour Multi-modality fusion coupled with deep learning for improved outcome prediction in head and neck cancer. 2022 Image Processing https://doi.org/10.1117/12.2612833 conf/miip/2022 db/conf/miip/miip2022.html#JavanmardiHHNRR22 Fereshteh Yousefirizi Natalia Dubljevic Shadab Ahamed Ingrid Bloise Claire Gowdy Joo Hyun O Youssef Farag Rodrigue de Schaetzen Patrick Martineau Don Wilson Carlos F. Uribe Arman Rahmim Convolutional neural network with a hybrid loss function for fully automated segmentation of lymphoma lesions in FDG PET images. 2022 Image Processing https://doi.org/10.1117/12.2612675 conf/miip/2022 db/conf/miip/miip2022.html#YousefiriziDABG22

Fereshteh Yousefirizi Ian Janzen Natalia Dubljevic Yueh-En Liu Chloe Hill Calum MacAulay Arman Rahmim Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks. 2022 abs/2202.07823 CoRR https://arxiv.org/abs/2202.07823 db/journals/corr/corr2202.html#abs-2202-07823

Arman Rahmim Amirhosein Toosi Mohammad R. Salmanpour Natalia Dubljevic Ian Janzen Isaac Shiri Mohamad A. Ramezani Ren Yuan Cheryl Ho Habib Zaidi Calum MacAulay Carlos F. Uribe Fereshteh Yousefirizi Tensor Radiomics: Paradigm for Systematic Incorporation of Multi-Flavoured Radiomics Features. 2022 abs/2203.06314 CoRR https://doi.org/10.48550/arXiv.2203.06314 db/journals/corr/corr2203.html#abs-2203-06314

Robert V. Bergen Jean-François Rajotte Fereshteh Yousefirizi Arman Rahmim Raymond T. Ng Assessing Privacy Leakage in Synthetic 3-D PET Imaging using Transversal GAN. 2022 abs/2206.06448 CoRR https://doi.org/10.48550/arXiv.2206.06448 db/journals/corr/corr2206.html#abs-2206-06448

Arman Rahmim Tyler J. Bradshaw Irène Buvat Joyita Dutta Abhinav K. Jha Paul E. Kinahan Quanzheng Li Chi Liu 0001 Melissa D. McCradden Babak Saboury Eliot L. Siegel John J. Sunderland Richard L. Wahl Issues and Challenges in Applications of Artificial Intelligence to Nuclear Medicine - The Bethesda Report (AI Summit 2022). 2022 abs/2211.03783 CoRR https://doi.org/10.48550/arXiv.2211.03783 db/journals/corr/corr2211.html#abs-2211-03783

Mohammad R. Salmanpour Mojtaba Shamsaei Abdollah Saberi Ghasem Hajianfar Hamid Soltanian-Zadeh Arman Rahmim Robust identification of Parkinson's disease subtypes using radiomics and hybrid machine learning. 104142 2021 129 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2020.104142 https://www.wikidata.org/entity/Q103822193 db/journals/cbm/cbm129.html#SalmanpourSSHSR21

Isaac Shiri Majid Sorouri Parham Geramifar Mostafa Nazari Mohammad Abdollahi Yazdan Salimi Bardia Khosravi Dariush Askari Leila Aghaghazvini Ghasem Hajianfar Amir Kasaeian Hamid Abdollahi Hossein Arabi Arman Rahmim Amir Reza Radmard Habib Zaidi Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients. 104304 2021 132 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.104304 db/journals/cbm/cbm132.html#ShiriSGNASKAAHK21

Matthew P. Adams Arman Rahmim Jing Tang 0005 Improved motor outcome prediction in Parkinson's disease applying deep learning to DaTscan SPECT images. 104312 2021 132 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.104312 db/journals/cbm/cbm132.html#AdamsRT21

Yassine Bouchareb Pegah Moradi Khaniabadi Faiza Al Kindi Humoud Al Dhuhli Isaac Shiri Habib Zaidi Arman Rahmim Artificial intelligence-driven assessment of radiological images for COVID-19. 104665 2021 136 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.104665 db/journals/cbm/cbm136.html#BoucharebKKDSZR21

Mohammad R. Salmanpour Mojtaba Shamsaei Arman Rahmim Feature selection and machine learning methods for optimal identification and prediction of subtypes in Parkinson's disease. 106131 2021 206 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2021.106131 https://www.wikidata.org/entity/Q113320844 db/journals/cmpb/cmpb206.html#SalmanpourSR21

Mohammad R. Salmanpour Ghasem Hajianfar Seyed Masoud Rezaeijo Mohammad Mahdi Ghaemi Arman Rahmim Advanced Automatic Segmentation of Tumors and Survival Prediction in Head and Neck Cancer. 202-210 2021 HECKTOR@MICCAI https://doi.org/10.1007/978-3-030-98253-9_19 conf/miccai/2021hecktor db/conf/miccai/hecktor2021.html#SalmanpourHRGR21 Fereshteh Yousefirizi Ian Janzen Natalia Dubljevic Yueh-En Liu Chloe Hill Calum MacAulay Arman Rahmim Segmentation and Risk Score Prediction of Head and Neck Cancers in PET/CT Volumes with 3D U-Net and Cox Proportional Hazard Neural Networks. 236-247 2021 HECKTOR@MICCAI https://doi.org/10.1007/978-3-030-98253-9_22 conf/miccai/2021hecktor db/conf/miccai/hecktor2021.html#YousefiriziJDLH21

Arkadiusz Sitek Sangtae Ahn Evren Asma Adam Chandler Alvin Ihsani Sven Prevrhal Arman Rahmim Babak Saboury Kris Thielemans Artificial Intelligence in PET: an Industry Perspective. 2021 abs/2107.06747 CoRR https://arxiv.org/abs/2107.06747 db/journals/corr/corr2107.html#abs-2107-06747

Amirhosein Toosi Andrea Bottino Babak Saboury Eliot L. Siegel Arman Rahmim A brief history of AI: how to prevent another winter (a critical review). 2021 abs/2109.01517 CoRR https://arxiv.org/abs/2109.01517 db/journals/corr/corr2109.html#abs-2109-01517

Fereshteh Yousefirizi Pierre Decazes Amine Amyar Su Ruan Babak Saboury Arman Rahmim AI-Based Detection, Classification and Prediction/Prognosis in Medical Imaging: Towards Radiophenomics. 2021 abs/2110.10332 CoRR https://arxiv.org/abs/2110.10332 db/journals/corr/corr2110.html#abs-2110-10332

Robert V. Bergen Jean-François Rajotte Fereshteh Yousefirizi Ivan S. Klyuzhin Arman Rahmim Raymond T. Ng 3-D PET Image Generation with tumour masks using TGAN. 2021 abs/2111.01866 CoRR https://arxiv.org/abs/2111.01866 db/journals/corr/corr2111.html#abs-2111-01866

Wenbing Lv Saeed Ashrafinia Jianhua Ma 0001 Lijun Lu Arman Rahmim Multi-Level Multi-Modality Fusion Radiomics: Application to PET and CT Imaging for Prognostication of Head and Neck Cancer. 2268-2277 2020 24 IEEE J. Biomed. Health Informatics 8 https://doi.org/10.1109/JBHI.2019.2956354 https://www.wikidata.org/entity/Q91720890 db/journals/titb/titb24.html#LvAMLR20

Fereshteh Yousefirizi Arman Rahmim GAN-Based Bi-Modal Segmentation Using Mumford-Shah Loss: Application to Head and Neck Tumors in PET-CT Images. 99-108 2020 HECKTOR@MICCAI https://doi.org/10.1007/978-3-030-67194-5_11 conf/miccai/2020hecktor db/conf/miccai/heckto2020.html#YousefiriziR20

Mohammad R. Salmanpour Mojtaba Shamsaei Abdollah Saberi Saeed Setayeshi 0001 Ivan S. Klyuzhin Vesna Sossi Arman Rahmim Optimized machine learning methods for prediction of cognitive outcome in Parkinson's disease. 2019 111 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2019.103347 https://www.wikidata.org/entity/Q91712358 db/journals/cbm/cbm111.html#SalmanpourSSSKS19

Steven P. Rowe Lilja B. Solnes Yafu Yin Grant B. Kitchen Martin A. Lodge Nicolas A. Karakatsanis Arman Rahmim Martin G. Pomper Jeffrey P. Leal Imager-4D: New Software for Viewing Dynamic PET Scans and Extracting Radiomic Parameters from PET Data. 1071-1080 2019 32 J. Digit. Imaging 6 https://doi.org/10.1007/s10278-019-00255-7 https://www.wikidata.org/entity/Q92465492 db/journals/jdi/jdi32.html#RoweSYKLKRPL19

Isaac Shiri Hassan Maleki Ghasem Hajianfar Hamid Abdollahi Saeed Ashrafinia Mathieu Hatt Mehrdad Oveisi Arman Rahmim PET/CT Radiomic Sequencer for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients. 2019 abs/1906.06623 CoRR http://arxiv.org/abs/1906.06623 db/journals/corr/corr1906.html#abs-1906-06623

Isaac Shiri Hassan Maleki Ghasem Hajianfar Hamid Abdollahi Saeed Ashrafinia Mathieu Hatt Mehrdad Oveisi Arman Rahmim Next Generation Radiogenomics Sequencing for Prediction of EGFR and KRAS Mutation Status in NSCLC Patients Using Multimodal Imaging and Machine Learning Approaches. 2019 abs/1907.02121 CoRR http://arxiv.org/abs/1907.02121 db/journals/corr/corr1907.html#abs-1907-02121

Lijun Lu Xiaomian Ma Hassan Mohy-ud-Din Jianhua Ma 0001 Qianjin Feng 0004 Arman Rahmim Wufan Chen Enhancement of dynamic myocardial perfusion PET images based on low-rank plus sparse decomposition. 57-69 2018 154 Comput. Methods Programs Biomed. https://doi.org/10.1016/j.cmpb.2017.10.020 https://www.wikidata.org/entity/Q47242136 db/journals/cmpb/cmpb154.html#LuMMMFRC18

Wenbing Lv Qingyu Yuan Quanshi Wang Jianhua Ma 0001 Qianjin Feng 0004 Wufan Chen Arman Rahmim Lijun Lu Radiomics analysis of baseline F-FDG PET/CT images for improved prognosis in nasopharyngeal carcinoma. 835-838 2018 ISBI https://doi.org/10.1109/ISBI.2018.8363701 conf/isbi/2018 db/conf/isbi/isbi2018.html#LvYWMFCRL18

Hossein Ghadiri Mohammad Reza Fouladi Arman Rahmim An Analysis Scheme for Investigation of Effects of Various Parameters on Signals in Acoustic-Resolution Photoacoustic Microscopy of Mice Brain: a Simulation Study. 2018 abs/1805.06236 CoRR http://arxiv.org/abs/1805.06236 db/journals/corr/corr1805.html#abs-1805-06236

Brian A. Anderson Hiroto Kuwabara Dean F. Wong Joshua Roberts Arman Rahmim James R. Brasic Susan M. Courtney Linking dopaminergic reward signals to the development of attentional bias: A positron emission tomographic study. 27-33 2017 157 NeuroImage https://doi.org/10.1016/j.neuroimage.2017.05.062 https://www.wikidata.org/entity/Q50435925 db/journals/neuroimage/neuroimage157.html#AndersonKWRRBC17

Abhinav K. Jha Yansong Zhu Dean F. Wong Arman Rahmim A radiative transfer equation-based image-reconstruction method incorporating boundary conditions for diffuse optical imaging. 1013705 2017 Biomedical Applications in Molecular, Structural, and Functional Imaging https://doi.org/10.1117/12.2255802 https://www.wikidata.org/entity/Q47754593 conf/mibam/2017 db/conf/mibam/mibam2017.html#JhaZWR17

Hossein Bazmara Madjid Soltani Mostafa Sefidgar Majid Bazargan Mojtaba Mousavi Naeenian Arman Rahmim Blood flow and endothelial cell phenotype regulation during sprouting angiogenesis. 547-558 2016 54 Medical Biol. Eng. Comput. 2-3 https://doi.org/10.1007/s11517-015-1341-4 https://www.wikidata.org/entity/Q51826314 db/journals/mbec/mbec54.html#BazmaraSSBNR16

Fereshteh Aalamifar Reza Seifabadi Marcelino Bernardo Ayele H. Negussie Baris Turkbey María Merino 0002 Peter A. Pinto Arman Rahmim Bradford J. Wood Emad M. Boctor Ultrasound Tomosynthesis: A New Paradigm for Quantitative Imaging of the Prostate. 577-584 2016 MICCAI (1) https://doi.org/10.1007/978-3-319-46720-7_67 https://www.wikidata.org/entity/Q57317471 conf/miccai/2016-1 db/conf/miccai/miccai2016-1.html#AalamifarSBNTMP16 Lijun Lu Jianhua Ma 0001 Jing Tang 0005 Qianjin Feng 0004 Arman Rahmim Wufan Chen Anatomy-guided brain PET imaging incorporating a joint prior model. 959-962 2014 ISBI https://doi.org/10.1109/ISBI.2014.6868031 conf/isbi/2014 db/conf/isbi/isbi2014.html#LuMTFRC14

Abolfazl Mehranian Mohammad Reza Ay Arman Rahmim Habib Zaidi X-ray CT Metal Artifact Reduction Using Wavelet Domain $L_{0}$ Sparse Regularization. 1707-1722 2013 September 32 IEEE Trans. Medical Imaging 9 https://doi.org/10.1109/tmi.2013.2265136 https://www.wikidata.org/entity/Q44564323 db/journals/tmi/tmi32.html#MehranianARZ13

Dean F. Wong Hiroto Kuwabara Andrew G. Horti Vanessa Raymont James R. Brasic Maria Guevara Weiguo Ye Robert F. Dannals Hayden T. Ravert Ayon Nandi Arman Rahmim Jeffrey E. Ming Igor Grachev Christine Roy Nicola Cascella Quantification of cerebral cannabinoid receptors subtype 1 (CB1) in healthy subjects and schizophrenia by the novel PET radioligand [<sup>11</sup>C]OMAR. 1505-1513 2010 52 NeuroImage 4 https://doi.org/10.1016/j.neuroimage.2010.04.034 https://www.wikidata.org/entity/Q43091758 db/journals/neuroimage/neuroimage52.html#WongKHRBGYDRNRMGRC10

Dean F. Wong Hiroto Kuwabara Andrew G. Horti Vanessa Raymont James R. Brasic Maria Guevara Blanca Bisuna Ayon Nandi Arman Rahmim Nicola Cascella Cannaboid CB1 receptor imaging in vivo in schizophrenia by positron emission tomography. S11-S12 2010 52 NeuroImage Supplement-1 https://doi.org/10.1016/j.neuroimage.2010.04.197 db/journals/neuroimage/neuroimage52.html#WongKHRBGBNRC10

Arman Rahmim Katie Dinelle Ju-Chieh Cheng Mikhail A. Shilov William Paul Segars Sarah C. Lidstone Stephan Blinder Olivier G. Rousset Hamid Vajihollahi Benjamin M. W. Tsui Dean F. Wong Vesna Sossi Accurate Event-Driven Motion Compensation in High-Resolution PET Incorporating Scattered and Random Events. 1018-1033 2008 27 IEEE Trans. Medical Imaging 8 https://doi.org/10.1109/TMI.2008.917248 https://www.wikidata.org/entity/Q34061527 db/journals/tmi/tmi27.html#RahmimDCSSLBRVTWS08

Parham Geramifar Mohammad Reza Ay Mojtaba Shamsaei Zafarghandi George Loudos Arman Rahmim Monte Carlo assessment of time-of-flight benefits on the LYSO-based discovery RX PET/CT scanner. 364-367 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541008 conf/isbi/2008 db/conf/isbi/isbi2008.html#GeramifarAZLR08 Maryam Shirmohammad Mohammad Reza Ay Saeed Sarkar Hossein Ghadiri Arman Rahmim Comparative assessment of different energy mapping methods for generation of 511-keV attenuation map from CT images in PET/CT systems: A phantom study. 644-647 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541078 conf/isbi/2008 db/conf/isbi/isbi2008.html#ShirmohammadASGR08 Jing Tang 0005 Benjamin M. W. Tsui Arman Rahmim Bayesian PET image reconstruction incorporating anato-functional joint entropy. 1043-1046 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541178 conf/isbi/2008 db/conf/isbi/isbi2008.html#TangTR08 Arman Rahmim Martin A. Lodge Jing Tang 0005 Sahel Lashkari Mohammad Reza Ay Analytic system matrix resolution modeling in PET: An application to Rb-82 cardiac imaging. 1307-1310 2008 ISBI https://doi.org/10.1109/ISBI.2008.4541244 conf/isbi/2008 db/conf/isbi/isbi2008.html#RahmimLTLA08 Fereshteh Aalamifar Mehrshad Abbasi Hamid Abdollahi Mohammad Abdollahi Ronan Abgral Matthew P. Adams Hojjat Adeli Ali Afshar-Oromieh Mandana Afsharpad Atena Aghaee Leila Aghaghazvini Farahnaz Aghahosseini Shadab Ahamed Nikoo Ahmadi Hojjat Ahmadzadehfar Azin Ahmari Sangtae Ahn Azizeh Akbari Azadeh Akhavanallaf Alaa Mohamed Shawky Ali Morteza Alizadeh Masume Allahmoradi Ahmed Aly HamidReza Amini Mehdi Amini Sajad Amiri Mahrsa Amjadi Amine Amyar Brian A. Anderson Vincent Andrearczyk Hossein Arabi Mohsen Arabi Azin Asadzadeh Saeed Ashrafinia Dariush Askari Emran Askari Evren Asma Majid Assadi Mohammad Reza Atashzar Peter M. Atkinson Atlas Haddadi Avval Mohammad Reza Ay Mohammadreza Babaei Soroush Bagheri Mahya Bakhtiyari Nourhan Bayasi Ehsan Bayat Majid Bazargan Hossein Bazmara François Bénard Robert V. Bergen Marcelino Bernardo Sima Besharat Salar Bijari Blanca Bisuna Stephan Blinder Ingrid Bloise Emad BoctorEmad M. Boctor Kasra Borazjani Andrea Bottino Yassine Bouchareb Sarah Boughdad David Bourhis Rama Bozorgmehr Tyler J. Bradshaw James R. Brasic Irène Buvat Nicola Cascella Joël Castelli Adam Chandler Vahid Changizi Mohammad Chehreghani Huai Chen Wufan Chen Yizhou Chen Ju-Chieh Cheng Negin Cheraghi Susan M. Courtney Habibollah Dadgar Robert F. Dannals Guido Davidzon Pierre Decazes Cem Dede Setareh Dehghanfard Gregory Delpon Adrien Depeursinge Humoud Al Dhuhli Katie Dinelle GhasemAli Divband Rahul Dodhia Mélanie Dore Natalia Dubljevic Joyita Dutta Obed Dzikunu Obed Korshie Dzikunu Hesham Elhalawani Marzieh Esmaeili Pedro L. Esquinas Thomas Eugene Georges El Fakhri Sonia Falahati Sonya Falahati Babak Fallahi Youssef Farag Zeinab Farsangi Saeed Farzanehfar Mehdi Fatan Kourosh Fattahi Ahmad Fayaz-Bakhsh Roberto Fedrigo Qianjin Feng 0004 Xue Feng 0001 Juan Lavista FerresJuan M. Lavista Ferres Romain Floch Mohammad Reza Fouladi Clifton D. Fuller Parham Geramifar Hossein Ghadiri Mohammad Mahdi Ghaemi Hanieh Ghaffari Sajad Jabarzadeh Ghandilu Sara Gharibi Mohammadreza Ghasemian Munir Ghesani Kanchan Ghimire Seyed Yaser Foroghi Ghomi Neda Gilani Neda Goharpey Aryan Golzaryan Arman Gorji Claire Gowdy Igor Grachev Maria Guevara Eldad Haber Ilker Hacihaliloglu Ghasem Hajianfar Ghassan Hamarneh Xu Han Jing Hao Shahad Hardan Ali Harimi Sara Harsini Mohammad Hasanian Salma Hassan Mathieu Hatt Chloe Hill Cheryl Ho Andrew G. Horti Mohammad-Rahimi Hossein Mohammadmehdi HosseiniMohammad Mehdi Hosseini Mahdi Hosseinzadeh Yanchao Huang Andrei Iantsen Alvin Ihsani Pooya Iranpour Jalil Pirayesh Islamian Esmail Jafari Ian Janzen Arash Javanmardi Elnaz Jenabi Abhinav K. Jha Ali Fathi Jouzdani Mario Jreige Dan J. Kadrmas Ehsanhosein Kalatehjari Nicolas A. Karakatsanis Jalal Karimi Amir Kasaeian Farshad Moradi Kashkooli Kevin Kerleguer Ahmad Keshavarz Ufaq Khan Bita Moradi Khaniabadi Pegah Moradi Khaniabadi Maziar Khateri Bardia Khosravi Paul E. Kinahan Faiza Al Kindi Norbert Kiss Grant B. Kitchen Ivan S. Klyuzhin Shahriar Kolahi Andras Koltay Levente Kovács Sara Kurkowska Hiroto Kuwabara Michal Kvasnica Richard Laforest Sahel Lashkari Jeffrey P. Leal Jean-Christophe Leclere Bonnie Leung Chenguang Li Quanzheng Li Xiaoxiao Li Sarah C. Lidstone Chi Liu 0001 Shengyuan Liu Yan Liu Yueh-En Liu Ziping Liu Somayeh Livani Martin A. Lodge Alejandro López-Montes George Loudos Lijun Lu Syaheerah L. LutfiSyaheerah Lebai Lutfi Jieqin Lv Wenbing Lv Jianhua Ma 0001 Jun Ma 0016 Xiaomian Ma Calum MacAulay Mehdi Maghsoudi Mehdi Maghsudi Hassan Maleki Reyhaneh Manafi-Farid Venkata SK. Manem Abdollah Saberi Manesh Mahsa Dehghan Manshadi Zahra Mansouri Patrick Martineau Maelle Mauguen Melissa D. McCradden Yasamin Medghalchi Abolfazl Mehranian Somayeh Sadat Mehrnia María Merino 0002 Raphaël Metz M. Alambardar MeybodiMohsen Alambardar Meybodi Jeffrey E. Ming Ensiyeh Modiri Mahdi Mogharrabi Sadra Mohaghegh Hassan Mohy-ud-Din Kasra Mojallal Nazanin Mortazavi Roozbeh Mortazavi Amirhosein MosaviAmir Mosavi Shayan Mostafaei SaeedReza Motamedian Amin Mousavi Ghazal Mousavi Milad Mousavi Fatemeh Movaseghi Abolfazl Mozafari Amir Hossein Nabizadeh Mojtaba Mousavi Naeenian Ayon Nandi Mohamed A. Naser Umair Nawaz Mostafa Nazari Ayele H. Negussie Raymond T. Ng Babak Nikkholgh Xiaolong Niu Joo H. O Joo Hyun O Nancy A. Obuchowski Elham Babadi Oregani Valentin Oreiller Anthony Ortiz Mehrdad Oveisi Suraj Pai Masoumeh Pakbin Vijay Ram Papineni Ying Peng Zhihao Peng 0002 Peter A. Pinto Anahita Piranfar Seyed Mohammad Piri Lucas A. Polson Luke Polson Martin G. Pomper Amir Hossein Pouria Sven Prevrhal John O. Prior Amir Reza Radmard Jean-François Rajotte Mohamad A. Ramezani Chinmay Rao Ali Rasouli Hayden T. Ravert Vanessa Raymont Catherine Cheze Le Rest Kiara Rezaei-Kalantari Seyed Masoud Rezaeijo Muhammad Ridzuan Fereshteh Yousefi RiziFereshteh Yousefirizi Joshua Roberts Axel Rominger Emilie Roncali Arash Roshanpoor Olivier G. Rousset Steven P. Rowe Christine Roy Su Ruan Abdollah Saberi Mohammad Sabokrou Maziar Sabouri Babak Saboury Elham Sadati Saba Sadeghi Numan Saeed Marjan Ghazi SaeediMarjan Ghazisaeedi Zhino Safahi Alireza Safarian Yazdan Salimi Mohammad R. Salmanpour Amandine Sambourg Rezvan Samimi Amirhossein Sanaat Nima Sanati Saleh Sandoughdaran Alireza Rafiei Sardouei Saeed Sarkar Rodrigue de Schaetzen Ulrike Schick Mostafa Sefidgar William Paul Segars Mohaddese Sehati Reza Seifabadi Robert Seifert Saeed Setayeshi 0001 Alireza Shahhamzeh Dena Shahriari Mojtaba Shamsaei Ehsan Sharifipour Ahmad Shariftabrizi Sajad P. Shayesteh Peyman Sheikhzadeh Kuangyu Shi Mikhail A. Shilov Isaac Shiri Maryam Shirmohammad Hesamaddin Shirzad-Aski Parnian Shobeiri Asim Shrestha Md Shahriar Rahim Siddiqui Barry A. Siegel Eliot L. Siegel Arkadiusz Sitek Carlos Sjogreen Ahmad Sohrabi Yunus Soleymani Lilja B. Solnes Niusha Solouki Madjid Soltani Hamid Soltanian-Zadeh Majid Sorouri Vesna Sossi Mohammad Souri Hao Sun John J. Sunderland Shahram Taeb Stephanie Tanadini-Lang Jing Tang 0005 Janice Tania Olena Tankyevych Darya Taratynova Arash Teimouri Kris Thielemans Amirhosein Toosi Amirhossein Toosi Benjamin M. W. Tsui Baris Turkbey Carlos Uribe Carlos F. Uribe Hamid Vajihollahi Zahra Valibeiglou Martin Vallières Kareem A. Wahid Richard L. Wahl Fanghu Wang Lisheng Wang Quanshi Wang Adam Watkins William B. Weeks Don Wilson Dean F. Wong Bradford J. Wood Hubing Wu Xuanbin Wu Huitian Xia Juanying Xie Yutong Xie 0001 Yixi Xu Xiaoping Yang 0001 Mohammad Yaqub Milad Yazdani Weiguo Ye Zanting Ye Yafu Yin Qingyu Yuan Ren Yuan Yading Yuan Yixuan Yuan Tahir Yusufaly Mojtaba Shamsaei Zafarghandi Habib Zaidi Niloufar Zakariaei Seyed Rasoul Zakavi Amin Zarei Shun Zhang Yefeng Zheng 0001 Simeng Zhu Yansong Zhu Farshad Zohrabi