Machine Learning-Guided Adjuvant Treatment of Head and Neck Cancer.

Journal: JAMA network open

PMID: 33211108

Abstract

IMPORTANCE: Postoperative chemoradiation is the standard of care for cancers with positive margins or extracapsular extension, but the benefit of chemotherapy is unclear for patients with other intermediate risk features.

Authors

Frederick Matthew Howard

Department of Medicine, Section of Hematology/Oncology, The University of Chicago, Chicago, Illinois.
Sara Kochanny

Department of Medicine, University of Chicago Medicine, Chicago, IL, USA.
Matthew Koshy

Department of Radiation and Cellular Oncology, The University of Chicago, Chicago, Illinois.
Michael Spiotto

Department of Radiation and Cellular Oncology, The University of Chicago, Chicago, Illinois.
Alexander T Pearson

Hematology/Oncology, Department of Medicine, University of Chicago, Chicago, IL, USA.

Keywords

Aged Chemoradiotherapy, Adjuvant Cohort Studies Deep Learning Female Humans Hypopharyngeal Neoplasms Laryngeal Neoplasms Logistic Models Lymph Nodes Machine Learning Male Mouth Neoplasms Neoplasm Grading Neoplasm Staging Neural Networks, Computer Oropharyngeal Neoplasms Otorhinolaryngologic Surgical Procedures Patient Selection Proportional Hazards Models Radiotherapy, Adjuvant Retrospective Studies Squamous Cell Carcinoma of Head and Neck Tumor Burden

External Resources

View on PubMed Access via DOI PubMed (33211108)

Machine Learning-Guided Adjuvant Treatment of Head and Neck Cancer.

Abstract

Authors

Keywords

External Resources

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