Development of a radiomics and machine learning model for predicting occult cervical lymph node metastasis in patients with tongue cancer
Katsumaro Kubo, Daisuke Kawahara, Yuji Murakami, Yuki Takeuchi, Tsuyoshi Katsuta, Nobuki Imano, Ikuno Nishibuchi, A. Saito, Masaru Konishi, Naoya Kakimoto, Yukio Yoshioka, Shigeaki Toratani, Shigehiro Ono, Tsutomu Ueda, Sachio Takeno, Yasushi Nagata
Topics & Concepts
MedicineRadiomicsRadiologyLymph node metastasisReceiver operating characteristicRandom forestArtificial intelligenceLogistic regressionLymph nodeMetastasisTongueCancerMachine learningComputer scienceInternal medicinePathologyHead and Neck Cancer StudiesRadiomics and Machine Learning in Medical ImagingCancer Diagnosis and Treatment