DOI: 10.1148/rycan.240161 ISSN: 2638-616X

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

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

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.

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