Alexander F I Osman

9PUBLICATIONS
38CO-AUTHORS
Radiation therapyDeep learningBioinformatic methods developmentUrban informaticsNeural networks
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Publications (9)

|Nov 15, 2024
Attention 3D UNET for dose distribution prediction of high-dose-rate brachytherapy of cervical cancer: Intracavitary applicators.

Suman Gautam, Alexander F I Osman, Dylan Richeson

|Aug 08, 2023
Contrast-enhanced MRI synthesis using dense-dilated residual convolutions based 3D network toward elimination of gadolinium in neuro-oncology.

Alexander F I Osman, Nissren M Tamam

|May 04, 2023
A comparative study of deep learning-based knowledge-based planning methods for 3D dose distribution prediction of head and neck.

Alexander F I Osman, Nissren M Tamam, Yousif A M Yousif

|Sep 12, 2022
OpenKBP-Opt: an international and reproducible evaluation of 76 knowledge-based planning pipelines.

Aaron Babier, Rafid Mahmood, Binghao Zhang

|May 09, 2022
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 M Tamam

|Jan 19, 2022
Deep learning-based convolutional neural network for intramodality brain MRI synthesis.

Alexander F I Osman, Nissren M Tamam

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Frequent Collaborators

1 joint publications

Aaron Babier

1 joint publications

Rafid Mahmood

1 joint publications

Binghao Zhang

1 joint publications

Victor G L Alves