Evaluating Local LLMs for Severity Classification for Head and Neck Cancer Patients Receiving Chemo/Radiation Treatments and Association with Clinical Biomarkers

Author

• Matthew Halberg, South Dakota State UniversityFollow

Document Type

Thesis - Open Access

Award Date

2026

Degree Name

Master of Science (MS)

Department / School

Mathematics and Statistics

First Advisor

Semhar Michael

Library of Congress Subject Headings

Neck -- Cancer -- Classification. 
Neck -- Cancer -- Patients. 
Head -- Cancer -- Classification. 
Head -- Cancer -- Patients. 
Machine learning. 
Biochemical markers.      

Publisher

South Dakota State University

Recommended Citation

Halberg, Matthew, "Evaluating Local LLMs for Severity Classification for Head and Neck Cancer Patients Receiving Chemo/Radiation Treatments and Association with Clinical Biomarkers" (2026). Electronic Theses and Dissertations. 2010.
https://openprairie.sdstate.edu/etd2/2010