| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1942 | 2018 |
| A Multi-Parametric MRI-Based Radiomics Signature and a Practical ML Model for Stratifying Glioblastoma Patients Based on Survival towards Precision Oncology AFI Osman Frontiers in Computational Neuroscience, 2019 | 48 | 2019 |
| Applications of machine and deep learning to patient- specific IMRT/VMAT quality assurance AFI Osman, M Maalej Journal of Applied Clinical Medical Physics 22 (8), 2021 | 43 | 2021 |
| Prediction of the individual multi‐leaf collimator positional deviations during dynamic IMRT delivery priori with artificial neural network AFI Osman, N Maalej, K Jayesh Medical Physics 47 (1), 2020 | 33 | 2020 |
| Deep learning-based convolutional neural network for intra-modality brain MRI synthesis AFI Osman, NM Tamam Journal of Applied Clinical Medical Physics, 1-11, 2022 | 27 | 2022 |
| Attention-aware 3D U-Net convolutional neural network for knowledge‐based planning 3D dose distribution prediction of head and neck cancer AFI Osman, NM Tamam Journal of Applied Clinical Medical Physics, e13630, 2022 | 22 | 2022 |
| Automated Brain Tumor Segmentation on Magnetic Resonance Images and Patient’s Overall Survival Prediction Using Support Vector Machines AFI Osman Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 21 | 2018 |
| OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines A Babier, R Mahmood, B Zhang, VGL Alves, AM Barragán-Montero, ... Physics in Medicine and Biology 67 (18), 1-15, 2022 | 20 | 2022 |
| OpenKBP-Opt: An international and reproducible evaluation of 76 knowledge-based planning pipelines A Babier, R Mahmood, B Zhang, VGL Alves, AM Barragán-Montero, ... arXiv preprint arXiv:2202.08303, 2022 | 20 | 2022 |
| Artificial intelligence: applications in medicine and biology MA Aceves-Fernandez IntechOpen 1, 41-70, 2019 | 11 | 2019 |
| Radiation Oncology in the Era of Big Data and Machine Learning for Precision Medicine AFI Osman Artificial Intelligence - Applications in Medicine and Biology 1, 41-70, 2019 | 10 | 2019 |
| Radiation doses in intravenous urography and potentials for optimization MA Halato, AA Badawi, II Suliman, AA Sulieman, GA Gassom, ... Proceedings of the Tenth Radiation Physics and Protection Conference, 279-285, 2010 | 7 | 2010 |
| A comparative study of deep learning‐based knowledge‐based planning methods for 3D dose distribution prediction of head and neck AFI Osman, NM Tamam, YAM Yousif Journal of Applied Clinical Medical Physics 24 (9), e14015, 2023 | 6 | 2023 |
| Contrast-enhanced MRI synthesis using dense-dilated residual convolutions based 3D network toward elimination of gadolinium in neuro-oncology AFI Osman, NM Tamam Journal of Applied Clinical Medical Physics, e14120, 2023 | 5 | 2023 |
| Heterogeneity and scatter effects on Ir-192 brachytherapy dose distribution AFI Osman, N Maalej, K Ul-Rahman, WA Rahman Physica Medica 32 (10), 1210-1215, 2016 | 5 | 2016 |
| SU-K-KDBRA1-01: A Novel Learning Approach for Predicting MLC Positioning During Dynamic IMRT Delivery A Osman, N Maalej, K Jayesh Medical Physics 45 (6), e357-58, 2018 | 3 | 2018 |
| Fully Automated Glioma Brain Tumors Segmentation and Patient Overall Survival Prediction with SVMs Learning Algorithms: BraTS’2017 Challenge AFI Osman Proceedings of the 6th MICCAI-BRATS Challenge 2017, 211-218, 2017 | 3 | 2017 |
| A review of dosimetric impact of implementation of model-based dose calculation algorithms (MBDCAs) for HDR brachytherapy YAM Yousif, AFI Osman, MA Halato Physical and Engineering Sciences in Medicine 44 (3), 2021 | 2 | 2021 |
| The Effect of Different Single Doses from X-Rays on Pediatrics Rhabdomyosarcoma Tumor Cells: In Vitro Survival Curve AFI Osman, ST Kafi, OF Idris Cancer Therapy & Oncology International Journal 2 (1), 1-4, 2016 | 2 | 2016 |
| PO35: a 3D deep convolutional neural network for dose distribution prediction of intracavitary HDR brachytherapy of cervical cancer S Gautam, AFI Osman, D Richerson, B Manandhar, S Alam, WY Song Brachytherapy 22 (5), S82-S83, 2023 | 1 | 2023 |
Nabil MaalejKhalifa University在 ku.ac.ae 的电子邮件经过验证
