Deep learning approach of diffusion-weighted imaging as an outcome predictor in laryngeal and hypopharyngeal cancer patients with radiotherapy-related curative treatment: a preliminary study
Hayato Tomita, Tatsuaki Kobayashi, Eichi Takaya, Sono Mishiro, Daisuke Hirahara, Atsuko Fujikawa, Yoshiko Kurihara, Hidefumi Mimura, Yasuyuki Kobayashi
Topics & Concepts
MedicineHypopharyngeal cancerRadiation therapyChemoradiotherapyProportional hazards modelStage (stratigraphy)Effective diffusion coefficientRadiologyLog-rank testOncologyInternal medicineMagnetic resonance imagingPaleontologyBiologyHead and Neck Cancer StudiesMRI in cancer diagnosisRadiomics and Machine Learning in Medical Imaging