Cardio-pulmonary substructure segmentation of radiotherapy computed tomography images using convolutional neural networks for clinical outcomes analysis

by Rabia Haq, Alexandra Hotca, Aditya Apte, Andreas Rimner, Joseph O. Deasy, Maria Thor
Published 2020-04-01

A magnetic resonance imaging-based approach to quantify radiation-induced normal tissue injuries applied to trismus in head and neck cancer

by Maria Thor, Neelam Tyagi, Vaios Hatzoglou, Aditya Apte, Ziad Saleh, Nadeem Riaz, Nancy Y. Lee, Joseph O. Deasy
Published 2017-01-01

Incorporating spatial dose metrics in machine learning-based normal tissue complication probability (NTCP) models of severe acute dysphagia resulting from head and neck radiotherap...

by Jamie Dean, Kee Wong, Hiram Gay, Liam Welsh, Ann-Britt Jones, Ulricke Schick, Jung Hun Oh, Aditya Apte, Kate Newbold, Shreerang Bhide, Kevin Harrington, Joseph Deasy, Christopher Nutting, Sarah Gulliford
Published 2018-01-01

Histogram Analysis and Visual Heterogeneity of Diffusion-Weighted Imaging with Apparent Diffusion Coefficient Mapping in the Prediction of Molecular Subtypes of Invasive Breast Can...

by Joao V. Horvat, Aditi Iyer, Elizabeth A. Morris, Aditya Apte, Blanca Bernard-Davila, Danny F. Martinez, Doris Leithner, Olivia M. Sutton, R. Elena Ochoa-Albiztegui, Dilip Giri, Katja Pinker, Sunitha B. Thakur
Published 2019-01-01

Deep learning auto-segmentation and automated treatment planning for trismus risk reduction in head and neck cancer radiotherapy

by Maria Thor, Aditi Iyer, Jue Jiang, Aditya Apte, Harini Veeraraghavan, Natasha B. Allgood, Jennifer A. Kouri, Ying Zhou, Eve LoCastro, Sharif Elguindi, Linda Hong, Margie Hunt, Laura Cerviño, Michalis Aristophanous, Masoud Zarepisheh, Joseph O. Deasy
Published 2021-07-01