Alexander F. I. Osman

A Multi-parametric MRI-Based Radiomics Signature and a Practical ML Model for Stratifying Glioblastoma Patients Based on Survival Toward Precision Oncology

Alexander F. I. Osman · Frontiers in Computational Neuroscience · 2019 · 53 citations · Full text

Deep learning‐based convolutional neural network for intramodality brain MRI synthesis

Alexander F. I. Osman, Nissren Tamam · Journal of Applied Clinical Medical Physics · 2022 · 41 citations · Full text

Prediction of the individual multileaf collimator positional deviations during dynamic IMRT delivery <i>priori</i> with artificial neural network

Alexander F. I. Osman, Nabil Maalej, K Jayesh · Medical Physics · 2020 · 39 citations

Attention‐aware 3D U‐Net convolutional neural network for knowledge‐based planning 3D dose distribution prediction of head‐and‐neck cancer

Alexander F. I. Osman, Nissren Tamam · Journal of Applied Clinical Medical Physics · 2022 · 38 citations · Full text

OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines

Aaron Babier, Rafid Mahmood, Binghao Zhang et al. · 2022 · 28 citations · Full text