Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization - Nishio, Mizuho; Nishizawa, Mitsuo; Sugiyama, Osamu; Kojima, Ryosuke; Yakami, Masahiro; Kuroda, Tomohiro; Togashi, Kaori (PloS one, 2018)
Keywords: Algorithms; Archives & records; Artificial intelligence; Bayesian analysis; Biology and Life Sciences; Care and treatment; Classification; Computed tomography; Computer and Information Sciences; Data search; Diagnosis; Diagnostic systems; Drug dosages; Gene expression; Hospitals; Information processing; Learning algorithms; Lifestyles; Lung cancer; Lung nodules; Machine learning; Mathematical analysis; Medical diagnosis; Medical imaging; Medical imaging equipment; Medical screening; Medicine and Health Sciences; Methods; Nodules; Nuclear medicine; Optimization; Parameter estimation; Parameters; People and Places; Physical Sciences; Research and Analysis Methods; Support vector machines; University graduates; Japan