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 | 100 | 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 | 96 | 2021 |
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 | 63 | 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 | 53* | 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 | 44 | 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 | 39 | 2023 |
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 | 37 | 2021 |
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 | 36 | 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 | 35 | 2016 |
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 |
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 | 27 | 2022 |
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 | 20 | 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 | 17 | 2022 |
An update on computational anthropomorphic anatomical models A Akhavanallaf, H Fayad, Y Salimi, A Aly, H Kharita, H Al Naemi, H Zaidi Digital Health 8, 20552076221111941, 2022 | 12 | 2022 |
PET-QA-NET: Towards routine PET image artifact detection and correction using deep convolutional neural networks I Shiri, A Sanaat, Y Salimi, A Akhavanallaf, H Arabi, A Rahmim, H Zaidi 2021 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2021 | 12 | 2021 |
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 | 11 | 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 | 9 | 2023 |
Predictive value of 99mTc-MAA-based dosimetry in personalized 90Y-SIRT planning for liver malignancies M Riveira-Martin, A Akhavanallaf, Z Mansouri, N Bianchetto Wolf, Y Salimi, ... EJNMMI research 13 (1), 63, 2023 | 9 | 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 | 9 | 2023 |
Uncertainties in effective dose estimation for CT transmission scan in total body PET-CT imaging with Auto mA3D tube current modulation Y Salimi, MR Deevband, P Ghafarian, MR Ay International Journal of Radiation Research 16 (4), 465-472, 2018 | 9 | 2018 |