Fully automated 3D body composition analysis and its association with overall survival in head and neck squamous cell carcinoma patients

M. Rozynek, D. Gut, I. Kucybala, Ewa Strzalkowska-Kominiak, Z. Tabor, A. Urbanik, S. Klek, W. Wojciechowski

2023-01-01

Abstract

We developed a method for a fully automated deep-learning segmentation of tissues to investigate if 3D body composition measurements are significant for survival of Head and Neck Squamous Cell Carcinoma (HNSCC) patients.

Type

Journal article

Publication

Frontiers in Oncology

Fully automated 3D body composition analysis and its association with overall survival in head and neck squamous cell carcinoma patients

Abstract

Ewa Strzalkowska-Kominiak

Associate Professor