Mizuho Nishio, Takaaki Matsunaga, Hidetoshi Matsuo, Munenobu Nogami, Yasuhisa Kurata, Koji Fujimoto, Osamu Sugiyama, Toshiaki Akashi, Shigeki Aoki, Takamichi Murakami. Fully automatic summarization of radiology reports using natural language processing with large language models. Informatics in Medicine Unlocked. 2024. 46. 101465-101465
Yuka Kuriyama Matsumoto, Yuki Himoto, Mizuho Nishio, Nao Kikkawa, Satoshi Otani, Kimiteru Ito, Koji Yamanoi, Tomoyasu Kato, Koji Fujimoto, Yasuhisa Kurata, et al. Nodal infiltration in endometrial cancer: a prediction model using best subset regression. European radiology. 2023
Akimi Yoshida, Koji Yamanoi, Asuka Okunomiya, Yusuke Sagae, Masumi Sunada, Mana Taki, Masayo Ukita, Yasuhisa Kurata, Yuki Himoto, Aki Kido, et al. A case of paraovarian tumor of borderline malignancy with decrease of apparent diffusion coefficient value and marked 18F-fluorodeoxyglucose accumulation. International cancer conference journal. 2023. 12. 2. 126-130
Mizuho Nishio, Hidetoshi Matsuo, Yasuhisa Kurata, Osamu Sugiyama, Koji Fujimoto. Label Distribution Learning for Automatic Cancer Grading of Histopathological Images of Prostate Cancer. Cancers. 2023. 15. 5. 1535-1535
Yusaku Moribata, Yasuhisa Kurata, Mizuho Nishio, Aki Kido, Satoshi Otani, Yuki Himoto, Naoko Nishio, Akihiro Furuta, Hiroyuki Onishi, Kimihiko Masui, et al. Automatic segmentation of bladder cancer on MRI using a convolutional neural network and reproducibility of radiomics features: a two-center study. Scientific reports. 2023. 13. 1. 628-628
Interactive Case Review (Pelvic Pain)
(Asian Congress of Abdominal Radiology 2023)
Prediction of muscle invasion of bladder cancer on MRI with Vision Transformer
(The 82nd Annual Meeting of the Japan Radiological Society)
Prediction of deep myometrial invasion of uterine endometrial cancer on MRI using Vision Transformer
(Computer Assisted Radiology and Surgery 2022)
Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network
(2022 ISMRM & SMRT Annual Meeting & Exhibition)
Automatic segmentation of bladder cancer on diffusion weighted images using a convolutional neural network
(The 81st Annual Meeting of the Japan Radiological Society)
2014 - 2018 Kyoto university Graduate School of Medicine
2001 - 2007 Kyoto University Faculty of Medicine
Awards (4):
2023/05 - Asian society of abdominal radiology 2nd winner of E-poster competition
2023/04 - Japan Radiological Society JRS presentation award (Bronze medal) Prediction of muscle invasion of bladder cancer on MRI with Vision Transformer
2020/05 - Japan Radiological Society Itai Award Automatic segmentation of the uterus on MRI using a convolutional neural network
2016/06 - Japanese Society of Abdominal Radiology Uchida Award MRI findings of chronic abruption-oligohydramnios sequence (CAOS): report of three cases
Association Membership(s) (3):
Japanese society of nuclear medicine
, Japanese society of abdominal radiology
, Japan radiological society