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 | 94 | 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 | 61 | 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 | 41 | 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 | 35 | 2021 |
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 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 |
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 | 13 | 2021 |
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 | 7 | 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 | 6 | 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 | 5 | 2023 |
Deep residual neural network-based standard CT estimation from ultra-low dose CT imaging for COVID-19 patients I Shiri, A Akhavanallaf, A Sanaat, Y Salimi, D Askari, Z Mansouri, ... 2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2020 | 5 | 2020 |
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 | 4 | 2024 |
Deep learning-assisted multiple organ segmentation from whole-body CT images Y Salimi, I Shiri, Z Mansouri, H Zaidi Medrxiv, 2023.10. 20.23297331, 2023 | 4 | 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 | 3 | 2024 |
Differentiation of COVID‐19 pneumonia from other lung diseases using CT radiomic features and machine learning: A large multicentric cohort study I Shiri, Y Salimi, A Saberi, M Pakbin, G Hajianfar, AH Avval, A Sanaat, ... International Journal of Imaging Systems and Technology 34 (2), e23028, 2024 | 2 | 2024 |
MAGIC-f Gel Dosimeter Reading: A Comparison between an In-House Optical CT and MRI Imaging. Z Mansouri, A Mostaar, M Shiri, M Sadat-Shahabi Iranian Journal of Medical Physics/Majallah-I Fīzīk-I Pizishkī-i Īrān 18 (6), 2021 | 2 | 2021 |
Differential privacy preserved federated learning for prognostic modeling in COVID‐19 patients using large multi‐institutional chest CT dataset I Shiri, Y Salimi, N Sirjani, B Razeghi, S Bagherieh, M Pakbin, Z Mansouri, ... Medical Physics, 2024 | 1 | 2024 |
Deep transformer-based personalized dosimetry from SPECT/CT images: a hybrid approach for [177Lu] Lu-DOTATATE radiopharmaceutical therapy Z Mansouri, Y Salimi, A Akhavanallaf, I Shiri, EPA Teixeira, X Hou, ... European Journal of Nuclear Medicine and Molecular Imaging, 1-14, 2024 | 1 | 2024 |
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 | 1 | 2024 |
Fully Automated Multi-Organ Segmentation in CT Images via Deep Neural Networks Y Salimi, I Shiri, Z Mansouri, H Zaidi 2022 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC …, 2022 | 1 | 2022 |