| Machine learning-based prognostic modeling using clinical data and quantitative radiomic features from chest CT images in COVID-19 patients I Shiri, M Sorouri, P Geramifar, M Nazari, M Abdollahi, Y Salimi, ... Computers in biology and medicine 132, 104304, 2021 | 110 | 2021 |
| Ultra-low-dose chest CT imaging of COVID-19 patients using a deep residual neural network I Shiri, A Akhavanallaf, A Sanaat, Y Salimi, D Askari, Z Mansouri, ... European radiology 31, 1420-1431, 2021 | 102 | 2021 |
| Overview of the HECKTOR challenge at MICCAI 2022: automatic head and neck tumor segmentation and outcome prediction in PET/CT V Andrearczyk, V Oreiller, M Abobakr, A Akhavanallaf, P Balermpas, ... 3D Head and Neck Tumor Segmentation in PET/CT Challenge, 1-30, 2022 | 66 | 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 | 66 | 2022 |
| 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 | 55* | 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 | 51 | 2022 |
| Personalized brachytherapy dose reconstruction using deep learning A Akhavanallaf, R Mohammadi, I Shiri, Y Salimi, H Arabi, H Zaidi Computers in biology and medicine 136, 104755, 2021 | 45 | 2021 |
| 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 50 (4), 1034-1050, 2023 | 42 | 2023 |
| 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 | 42 | 2021 |
| Radiation dose in cardiac SPECT/CT: An estimation of SSDE and effective dose H Abdollahi, I Shiri, Y Salimi, M Sarebani, R Mehdinia, MR Deevband, ... European journal of radiology 85 (12), 2257-2261, 2016 | 38 | 2016 |
| 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 | 28 | 2022 |
| Diagnosis of COVID-19 using CT image radiomics features: a comprehensive machine learning study involving 26,307 patients I Shiri, Y Salimi, A Saberi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, ... medRxiv, 2021.12. 07.21267367, 2021 | 28 | 2021 |
| Deep‐TOF‐PET: Deep learning‐guided generation of time‐of‐flight from non‐TOF brain PET images in the image and projection domains A Sanaat, A Akhavanalaf, I Shiri, Y Salimi, H Arabi, H Zaidi Human brain mapping 43 (16), 5032-5043, 2022 | 23 | 2022 |
| Deep Learning-based calculation of patient size and attenuation surrogates from localizer Image: Toward personalized chest CT protocol optimization Y Salimi, I Shiri, A Akhavanallaf, Z Mansouri, AH Sanaat, M Pakbin, ... European Journal of Radiology 157, 110602, 2022 | 21 | 2022 |
| Machine learning-based diagnosis and risk classification of coronary artery disease using myocardial perfusion imaging SPECT: A radiomics study M Amini, M Pursamimi, G Hajianfar, Y Salimi, A Saberi, ... Scientific reports 13 (1), 14920, 2023 | 17 | 2023 |
| Multi-institutional PET/CT image segmentation using federated deep transformer learning I Shiri, B Razeghi, AV Sadr, M Amini, Y Salimi, S Ferdowsi, P Boor, ... Computer Methods and Programs in Biomedicine 240, 107706, 2023 | 16 | 2023 |
| Fully automated accurate patient positioning in computed tomography using anterior–posterior localizer images and a deep neural network: a dual-center study Y Salimi, I Shiri, A Akavanallaf, Z Mansouri, H Arabi, H Zaidi European Radiology 33 (5), 3243-3252, 2023 | 14 | 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 51 (1), 40-53, 2023 | 13 | 2023 |
| Real-time, acquisition parameter-free voxel-wise patient-specific Monte Carlo dose reconstruction in whole-body CT scanning using deep neural networks Y Salimi, A Akhavanallaf, Z Mansouri, I Shiri, H Zaidi European Radiology 33 (12), 9411-9424, 2023 | 13 | 2023 |
| Head and Neck Tumor Segmentation and Outcome Prediction: Third Challenge, HECKTOR 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings V Andrearczyk, V Oreiller, M Hatt, A Depeursinge Springer Nature, 2023 | 13 | 2023 |
Habib Zaidi, FIEEE, FAIMBE, FAAPM,...Full Professor, Geneva University Hospital and University of Genevaכתובת אימייל מאומתת בדומיין unige.ch