Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learning M Nazari, I Shiri, G Hajianfar, N Oveisi, H Abdollahi, MR Deevband, ... La radiologia medica 125, 754-762, 2020 | 105 | 2020 |
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 | 96 | 2021 |
Radiomics-based machine learning model to predict risk of death within 5-years in clear cell renal cell carcinoma patients M Nazari, I Shiri, H Zaidi Computers in biology and medicine 129, 104135, 2021 | 77 | 2021 |
Treatment response prediction using MRI‐based pre‐, post‐, and delta‐radiomic features and machine learning algorithms in colorectal cancer S Shayesteh, M Nazari, A Salahshour, S Sandoughdaran, G Hajianfar, ... Medical physics 48 (7), 3691-3701, 2021 | 57 | 2021 |
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 | 56 | 2022 |
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 | 55 | 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 | 48 | 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 | 47 | 2021 |
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 | 10 | 2020 |
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 | 6 | 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 |
Time-to-event overall survival prediction in glioblastoma multiforme patients using magnetic resonance imaging radiomics G Hajianfar, A Haddadi Avval, SA Hosseini, M Nazari, M Oveisi, I Shiri, ... La radiologia medica 128 (12), 1521-1534, 2023 | 4 | 2023 |
Can PET/CT Radiomics Harmonization Improve Gene Mutation Status Prediction in Non-small Cell Lung Cancer? I Shiri, M Nazari, G Hajianfar, M Amini, AH Avval, H Abdollahi, M Oveisi, ... Journal of Nuclear Medicine 62 (supplement 1), 1434-1434, 2021 | 2 | 2021 |
Machine Learning Based Malignancy Prediction in Thyroid Nodules Malignancy: Radiomics Analysis of Ultrasound Images SP Shayesteh, M Nazari, A Salahshour, AH Avval, G Hajianfar, M Araabi, ... 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020 | 2 | 2020 |
A machine learning-based sonomics for prediction of thyroid nodule malignancies M Arabi, M Nazari, A Salahshour, E Jenabi, G Hajianfar, M Khateri, ... Endocrine 82 (2), 326-334, 2023 | 1 | 2023 |
Multiple machine learning algorithms for overall survival modeling of NSCLC patients using PET-, CT-, and fusion-based radiomics M Amini, G Hajianfar, AH Avval, M Nazari, MR Deevband, M Oveisi, I Shiri, ... Journal of Nuclear Medicine 62 (supplement 1), 1192-1192, 2021 | 1 | 2021 |
The Role of 1H-MRS and [18F] FDG PET/CT in differentiating primary squamous cell carcinoma and metastatic Hodgkin's lymphoma in lung: An experimental pilot study M Ebrahimi, A Bitarafan-Rajabi, Z Paymani, A Fard-Esfahani, S Kooranifar, ... Iranian Journal of Nuclear Medicine, 2024 | | 2024 |
Radiomics analysis on blood-pool phase of bone scintigraphy for the diagnosis of Juvenile Idiopathic Arthritis M Ebrahimi, Z Paymani, M Nazari, H Kian Ara, N Alemohammad, ... Iranian Journal of Nuclear Medicine 32 (1), 66-73, 2024 | | 2024 |
Coronary Artery Stenosis Detection using Myocardial Perfusion Imaging SPECT Radiomic Features and Machine Learning Algorithms M Pursamimi, M Amini, A Shalbaf, M Ghorbani, M Nazari, ... Journal of Nuclear Medicine 63 (supplement 2), 3181-3181, 2022 | | 2022 |
Developing Bayesian Networks based Prognostic Radiomics Model for Clear Cell Renal Cell Carcinoma Patients M Nazari, I Shiri, H Zaidi 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020 | | 2020 |