Prof. Osamu Abe Profile

Prof. Osamu Abe

at Univ of Tokyo Hospital

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Author

Publications (3)

Proceedings Article | 2 April 2024 Presentation + Paper

A radiomics approach in predicting the risk of diabetes mellitus type II emergence in five years using mammography images

Nishta Letchumanan, Shouhei Hanaoka, Tomomi Takenaga, Yusuke Suzuki, Takahiro Nakao, Yukihiro Nomura, Takeharu Yoshikawa, Osamu Abe

Proceedings Volume 12931, 129310Y (2024) https://doi.org/10.1117/12.3006314

KEYWORDS: Mammography, Radiomics, Feature extraction, Machine learning, Random forests, Diseases and disorders, Breast, Cooccurrence matrices, Blood, Image classification

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

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 Volume 11597, 115971Z (2021) https://doi.org/10.1117/12.2582088

KEYWORDS: Data modeling, Performance modeling, Computed tomography

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Proceedings Article | 27 February 2018 Presentation + Paper

A primitive study on unsupervised anomaly detection with an autoencoder in emergency head CT volumes

Daisuke Sato, Shouhei Hanaoka, Yukihiro Nomura, Tomomi Takenaga, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Osamu Abe

Proceedings Volume 10575, 105751P (2018) https://doi.org/10.1117/12.2292276

KEYWORDS: Head, Computed tomography, Brain, Computing systems, Radiology, Diagnostics, Convolutional neural networks, Neural networks

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