Search Results for author: Chris McIntosh

Found 3 papers, 0 papers with code

Domain Adaptation of Automated Treatment Planning from Computed Tomography to Magnetic Resonance

no code implementations7 Mar 2022 Aly Khalifa, Jeff Winter, Inmaculada Navarro, Chris McIntosh, Thomas G. Purdie

Significance: We were able to create highly acceptable MR based treatment plans using a CT-trained ML model for treatment planning, although clinically significant dose deviations from the CT based plans were observed.

Computed Tomography (CT) Domain Adaptation

A Machine Learning Challenge for Prognostic Modelling in Head and Neck Cancer Using Multi-modal Data

no code implementations28 Jan 2021 Michal Kazmierski, Mattea Welch, Sejin Kim, Chris McIntosh, Princess Margaret Head, Neck Cancer Group, Katrina Rey-McIntyre, Shao Hui Huang, Tirth Patel, Tony Tadic, Michael Milosevic, Fei-Fei Liu, Andrew Hope, Scott Bratman, Benjamin Haibe-Kains

We have conducted an institutional machine learning challenge to develop an accurate model for overall survival prediction in head and neck cancer using clinical data etxracted from electronic medical records and pre-treatment radiological images, as well as to evaluate the true added benefit of radiomics for head and neck cancer prognosis.

BIG-bench Machine Learning Survival Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.