Shinji Saiki

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Pattern Analysis

Disease Diagnosis

Tensor Decomposition

Fully Automatic Segmentation

Top Venues

Medical Imaging: Image Processing

Publications

Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI. Medical Imaging: Image Processing (2023)
Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI. Medical Imaging: Image Processing (2022)
Hayato Itoh, Tao Hu, Masahiro Oda, Shinji Saiki, Koji Kamagata, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori
Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. MMMI@MICCAI (2022)
Tao Hu, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kanako K. Kumamaru, Toshiaki Akashi, Kensaku Mori
Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. MICCAI (8) (2022)
Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson's disease diagnosis. Medical Imaging: Image Processing (2022)