no code implementations • 21 Aug 2019 • Mizuho Nishio, Koji Fujimoto, Kaori Togashi
Results: Our results demonstrated that using baseline U-net yielded poorer lung segmentation results in our database than those in the JSRT and Montgomery databases, implying that robust segmentation of lungs may be difficult because of severe abnormalities.
no code implementations • 19 Aug 2017 • Mizuho Nishio, Mitsuo Nishizawa, Osamu Sugiyama, Ryosuke Kojima, Masahiro Yakami, Tomohiro Kuroda, Kaori Togashi
TPE or random search was used for parameter optimization of SVM and XGBoost.