| Impact of feature harmonization on radiogenomics analysis: Prediction of EGFR and KRAS mutations from non-small cell lung cancer PET/CT images I Shiri, M Amini, M Nazari, G Hajianfar, AH Avval, H Abdollahi, M Oveisi, ... Computers in biology and medicine 142, 105230, 2022 | 68 | 2022 |
| Multi-level multi-modality (PET and CT) fusion radiomics: prognostic modeling for non-small cell lung carcinoma M Amini, M Nazari, I Shiri, G Hajianfar, MR Deevband, H Abdollahi, ... Physics in Medicine & Biology 66 (20), 205017, 2021 | 65 | 2021 |
| Overall survival prognostic modelling of non-small cell lung cancer patients using positron emission tomography/computed tomography harmonised radiomics features: the quest for … M Amini, G Hajianfar, AH Avval, M Nazari, MR Deevband, M Oveisi, I Shiri, ... Clinical Oncology 34 (2), 114-127, 2022 | 57 | 2022 |
| 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 | 54 | 2021 |
| 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 | 49 | 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 50 (4), 1034-1050, 2023 | 40 | 2023 |
| Myocardial Perfusion SPECT Imaging Radiomic Features and Machine Learning Algorithms for Cardiac Contractile Pattern Recognition M Sabouri, G Hajianfar, Z Hosseini, M Amini, M Mohebi, T Ghaedian, ... Journal of Digital Imaging 36 (2), 497-509, 2023 | 29 | 2023 |
| Myocardial Function Prediction After Coronary Artery Bypass Grafting Using MRI Radiomic Features and Machine Learning Algorithms F Arian, M Amini, S Mostafaei, K Rezaei Kalantari, A Haddadi Avval, ... Journal of digital imaging 35 (6), 1708-1718, 2022 | 26 | 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 |
| Artificial intelligence-based analysis of whole-body bone scintigraphy: The quest for the optimal deep learning algorithm and comparison with human observer performance G Hajianfar, M Sabouri, Y Salimi, M Amini, S Bagheri, E Jenabi, S Hekmat, ... Zeitschrift für Medizinische Physik 34 (2), 242-257, 2024 | 11 | 2024 |
| Multi-Level PET and CT Fusion Radiomics-based Survival Analysis of NSCLC Patients M Amini, M Nazari, I Shiri, G Hajianfar, MR Deevband, H Abdollahi, ... 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020 | 11 | 2020 |
| Post-revascularization ejection fraction prediction for patients undergoing percutaneous coronary intervention based on myocardial perfusion SPECT imaging radiomics: a … M Mohebi, M Amini, MJ Alemzadeh-Ansari, A Alizadehasl, AB Rajabi, ... Journal of Digital Imaging 36 (4), 1348-1363, 2023 | 10 | 2023 |
| Development and validation of survival prognostic models for head and neck cancer patients using machine learning and dosiomics and CT radiomics features: a multicentric study Z Mansouri, Y Salimi, M Amini, G Hajianfar, M Oveisi, I Shiri, H Zaidi Radiation Oncology 19 (1), 12, 2024 | 9 | 2024 |
| The quest for multifunctional and dedicated PET instrumentation with irregular geometries A Sanaat, M Amini, H Arabi, H Zaidi Annals of Nuclear Medicine 38 (1), 31-70, 2024 | 9 | 2024 |
| 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 | 8 | 2022 |
| Organomics: A concept reflecting the importance of PET/CT healthy organ radiomics in non-small cell lung cancer prognosis prediction using machine learning Y Salimi, G Hajianfar, Z Mansouri, A Sanaat, M Amini, I Shiri, H Zaidi medRxiv, 2024.05. 15.24307393, 2024 | 7 | 2024 |
| 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 51 (1), 319-333, 2024 | 7 | 2024 |
| Dual-Centre Harmonised Multimodal Positron Emission Tomography/Computed Tomography Image Radiomic Features and Machine Learning Algorithms for Non-small Cell Lung Cancer … Z Khodabakhshi, M Amini, G Hajianfar, M Oveisi, I Shiri, H Zaidi Clinical Oncology 35 (11), 713-725, 2023 | 7 | 2023 |
| Survival prognostic modeling using PET/CT image radiomics: the quest for optimal approaches M Amini, G Hajianfar, M Nazari, G Mehri-Kakavand, I Shiri, H Zaidi 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021 | 5 | 2021 |
Habib Zaidi, FIEEE, FAIMBE, FAAPM,...Full Professor, Geneva University Hospital and University of GenevaAdresse e-mail validée de unige.ch