Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning. - Zhongyang Lu; Masahiro Oda 001; Yuichiro Hayashi; Tao Hu 009; Hayato Itoh; Takeyuki Watadani; Osamu Abe; Masahiro Hashimoto; Masahiro Jinzaki; Kensaku Mori (Computer-Aided Diagnosis, 2021)

Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kanako K. Kumamaru; Toshiaki Akashi; Kensaku Mori (MICCAI (8), 2022)

Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. - Hayato Itoh; Tao Hu 009; Masahiro Oda 001; Shinji Saiki; Koji Kamagata; Nobutaka Hattori; Shigeki Aoki; Kensaku Mori (MMMI@MICCAI, 2022)

Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2022)

Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection. - Tao Hu 009; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Kanako Kunishima Kumamaru; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2022)

Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kensaku Mori (Image Processing, 2023)