Radiomics and Machine Learning for Oropharyngeal Cancer

150 150 MaLMIC - Machine Learning in Medical Imaging Consortium

Mattonen2021-01-21

Open Forum on Machine Learning in Head and Neck Cancer

Past Event Page

Presenter:

Sarah Mattonen

Abstract:

Sarah discussed preliminary work investigating radiomics and machine learning models to predict outcomes and toxicities in patients with oropharyngeal cancer treated with chemoradiotherapy. Sarah also discussed efforts to validate existing models, and described some challenges and opportunities for radiomics research in head and neck cancer.

Modality:

  • CT
  • MR

Organ:

  • Head and Neck

Disease:

  • Cancer
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