标题/作者	年份
Artificial intelligence-driven assessment of radiological images for COVID-19 Y Bouchareb, PM Khaniabadi, F Al Kindi, H Al Dhuhli, I Shiri, H Zaidi, ... Computers in biology and medicine 136, 104665	2021
Overall survival prediction in renal cell carcinoma patients using computed tomography radiomic and clinical information Z Khodabakhshi, M Amini, S Mostafaei, A Haddadi Avval, M Nazari, ... Journal of digital imaging 34, 1086-1098	2021
Non-small cell lung carcinoma histopathological subtype phenotyping using high-dimensional multinomial multiclass CT radiomics signature Z Khodabakhshi, S Mostafaei, H Arabi, M Oveisi, I Shiri, H Zaidi Computers in biology and medicine 136, 104752	2021
Fully automated gross tumor volume delineation from PET in head and neck cancer using deep learning algorithms I Shiri, H Arabi, A Sanaat, E Jenabi, M Becker, H Zaidi Clinical nuclear medicine 46 (11), 872-883	2021
Objective task-based evaluation of artificial intelligence-based medical imaging methods: framework, strategies, and role of the physician AK Jha, KJ Myers, NA Obuchowski, Z Liu, MA Rahman, B Saboury, ... PET clinics 16 (4), 493-511	2021
COLI‐Net: Deep learning‐assisted fully automated COVID‐19 lung and infection pneumonia lesion detection and segmentation from chest computed tomography images I Shiri, H Arabi, Y Salimi, A Sanaat, A Akhavanallaf, G Hajianfar, D Askari, ... International journal of imaging systems and technology 32 (1), 12-25	2022
DeepTOFSino: A deep learning model for synthesizing full-dose time-of-flight bin sinograms from their corresponding low-dose sinograms A Sanaat, H Shooli, S Ferdowsi, I Shiri, H Arabi, H Zaidi Neuroimage 245, 118697	2021
Deep learning–based denoising of low-dose SPECT myocardial perfusion images: quantitative assessment and clinical performance N Aghakhan Olia, A Kamali-Asl, S Hariri Tabrizi, P Geramifar, ... European journal of nuclear medicine and molecular imaging, 1-15	2022
Deep learning-based fully automated Z-axis coverage range definition from scout scans to eliminate overscanning in chest CT imaging Y Salimi, I Shiri, A Akhavanallaf, Z Mansouri, A Saberi Manesh, A Sanaat, ... Insights into Imaging 12, 1-16	2021
AI-based detection, classification and prediction/prognosis in medical imaging: towards radiophenomics F Yousefirizi, P Decazes, A Amyar, S Ruan, B Saboury, A Rahmim PET clinics 17 (1), 183-212	2022
Automatic fetal biometry prediction using a novel deep convolutional network architecture MG Oghli, A Shabanzadeh, S Moradi, N Sirjani, R Gerami, P Ghaderi, ... Physica Medica 88, 127-137	2021
A review on AI in PET imaging K Matsubara, M Ibaraki, M Nemoto, H Watabe, Y Kimura Annals of Nuclear Medicine 36 (2), 133-143	2022
COLI-NET: Fully Automated COVID-19 Lung and Infection Pneumonia Lesion Detection and Segmentation from Chest CT Images I Shiri, H Arabi, Y Salimi, AH Sanaat, A Akhavanalaf, G Hajianfar, D Askari, ... MedRxiv, 2021.04. 08.21255163	2021
Bone metastases are measurable: the role of whole-body MRI and positron emission tomography DE Oprea-Lager, MCF Cysouw, R Boellaard, CM Deroose, ... Frontiers in oncology 11, 772530	2021
The role of 18 f-fdg pet/ct radiomics in lymphoma A Rizzo, EKA Triumbari, R Gatta, L Boldrini, M Racca, M Mayerhoefer, ... Clinical and Translational Imaging, 1-10	2021
Deep Learning-based Automated Delineation of Head and Neck Malignant Lesions from PET Images H Arabi, I Shiri, E Jenabi, M Becker, H Zaidi 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …	2020
An explainable classification method of SPECT myocardial perfusion images in nuclear cardiology using deep learning and grad-CAM NI Papandrianos, A Feleki, S Moustakidis, EI Papageorgiou, ... Applied Sciences 12 (15), 7592	2022
Automated detection and classification of tumor histotypes on dynamic PET imaging data through machine-learning driven voxel classification G Bianchetti, S Taralli, M Vaccaro, L Indovina, MV Mattoli, A Capotosti, ... Computers in Biology and Medicine 145, 105423	2022
Investigating the limited performance of a deep-learning-based SPECT denoising approach: an observer-study-based characterization Z Yu, MA Rahman, AK Jha Medical Imaging 2022: Image Perception, Observer Performance, and Technology …	2022
Applications of generative adversarial networks (GANs) in positron emission tomography (PET) imaging: A review ID Apostolopoulos, ND Papathanasiou, DJ Apostolopoulos, ... European Journal of Nuclear Medicine and Molecular Imaging 49 (11), 3717-3739	2022

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