Work

Spatial Radiomic Graphs for Outcome Prediction in Radiation Therapy–treated Head and Neck Squamous Cell Carcinoma Using Pretreatment CT

Year: 2025

Type: article

Abstract: Radiomic graph analysis of pretreatment CT enables holistic analysis of head and neck squamous cell carcinoma tumors and their surrounding environment, showing good performance in local-regional recurrence and distant metastasis prediction and unique model interpretability.

Source: Radiology Imaging Cancer

DOI: 10.1148/rycan.240161

Authors: Joseph Bae, Kartik Mani, Lukasz Czerwonka, Christopher Vanison, Samuel Ryu, Prateek Prasanna

Institution: Stony Brook University

Language: English

Topic: Radiomics and Machine Learning in Medical Imaging

Subfield: Radiology, Nuclear Medicine and Imaging

Field: Medicine

Domain: Health Sciences

SDG: Good health and well-being

Open Access status: diamond

Funders: National Institutes of Health, National Cancer Institute, National Institute of General Medical Sciences