Tao Hu

According to our database, Tao Hu authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Synthetic data generation with Worley-Perlin diffusion for robust subarachnoid hemorrhage detection in imbalanced CT Datasets.

Zhongyang Lu, Tao Hu, Masahiro Oda, Yutaro Fuse, Ryuta Saito, Masahiro Jinzaki, Kensaku Mori

Int. J. Comput. Assist. Radiol. Surg., March, 2026

Fully automated segmentation of substantia nigra toward longitudinal analysis of Parkinson's disease.

Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Koji Kamagata, Keiichi Ishikawa, Wataru Sako, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori

Int. J. Comput. Assist. Radiol. Surg., February, 2026

2023

Priority attention network with Bayesian learning for fully automatic segmentation of substantia nigra from neuromelanin MRI.

Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori

Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022

Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection.

Tao Hu, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Kanako Kunishima Kumamaru, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori

Int. J. Comput. Assist. Radiol. Surg., 2022

Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI.

Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori

Proceedings of the Medical Imaging 2022: Image Processing, 2022

Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI.

Hayato Itoh, Tao Hu, Masahiro Oda, Shinji Saiki, Koji Kamagata, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori

Proceedings of the Multiscale Multimodal Medical Imaging - Third International Workshop, 2022

Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

2021

Extremely imbalanced subarachnoid hemorrhage detection based on DenseNet-LSTM network with class-balanced loss and transfer learning.

Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori

Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021