Machine Learning for Prediction of Successful Extubation of Mechanical Ventilated Patients in an Intensive Care Unit: A Retrospective Observational Study
Otaguro, Takanobu, Tanaka, Hidenori, Igarashi, Yutaka, Tagami, Takashi, Masuno, Tomohiko, Yokobori, Shoji, Matsumoto, Hisashi, Ohwada, Hayato, Yokota, Hiroyuki
Published in Journal of Nippon Medical School (25.10.2021)
Published in Journal of Nippon Medical School (25.10.2021)
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Journal Article
Development of a Machine Learning Model to Predict Cardiac Arrest during Transport of Trauma Patients
Kitano, Shinnosuke, Ogawa, Kei, Igarashi, Yutaka, Nishimura, Kan, Osawa, Shuichiro, Suzuki, Kensuke, Fujimoto, Kenji, Harada, Satoshi, Narikawa, Kenji, Tagami, Takashi, Ohwada, Hayato, Yokobori, Shoji, Ogawa, Satoo, Yokota, Hiroyuki
Published in Journal of Nippon Medical School (25.04.2023)
Published in Journal of Nippon Medical School (25.04.2023)
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Journal Article
Novel in silico screening system for plant defense activators using deep learning-based prediction of reactive oxygen species accumulation
Kogoshi, Masayuki, Nishio, Daiki, Kitahata, Nobutaka, Ohwada, Hayato, Kuchitsu, Kazuyuki, Mizuno, Hideyuki, Kurusu, Takamitsu
Published in Plant methods (08.12.2023)
Published in Plant methods (08.12.2023)
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Journal Article
Indicators of Acute Kidney Injury as Biomarkers to Differentiate Heatstroke from Coronavirus Disease 2019: A Retrospective Multicenter Analysis
Obinata, Hirofumi, Yokobori, Shoji, Ogawa, Kei, Takayama, Yasuhiro, Kawano, Shuichi, Ito, Toshimitsu, Takiguchi, Toru, Igarashi, Yutaka, Nakae, Ryuta, Masuno, Tomohiko, Ohwada, Hayato
Published in Journal of Nippon Medical School (15.02.2021)
Published in Journal of Nippon Medical School (15.02.2021)
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Journal Article
Machine Learning Prediction for Supplemental Oxygen Requirement in Patients with COVID-19
Igarashi, Yutaka, Nishimura, Kan, Ogawa, Kei, Miyake, Nodoka, Mizobuchi, Taiki, Shigeta, Kenta, Obinata, Hirofumi, Takayama, Yasuhiro, Tagami, Takashi, Seike, Masahiro, Ohwada, Hayato, Yokobori, Shoji
Published in Journal of Nippon Medical School (25.04.2022)
Published in Journal of Nippon Medical School (25.04.2022)
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Journal Article
Generating Rules of Action Transition in Errors in Daily Activities from a Virtual Reality-Based Training Data
Prasasti Martono, Niken, Abe, Keisuke, Yamaguchi, Takehiko, Ohwada, Hayato, Giovannetti, Tania
Published in Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration
Published in Human Interface and the Management of Information: Supporting Learning, Decision-Making and Collaboration
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Book Chapter
CADM1 and SPC25 Gene Mutations in Lung Cancer Patients With Idiopathic Pulmonary Fibrosis
Fukuizumi, Aya, Noro, Rintaro, Seike, Masahiro, Miyanaga, Akihiko, Minegishi, Yuji, Omori, Miwako, Hirao, Mamiko, Matsuda, Kuniko, Kunugi, Shinobu, Nishiwaki, Kazutaka, Morimoto, Masahiro, Motohashi, Haruka, Ohwada, Hayato, Usuda, Jitsuo, Gemma, Akihiko
Published in JTO clinical and research reports (01.11.2021)
Published in JTO clinical and research reports (01.11.2021)
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Journal Article
A parallel multi-objective genetic algorithm with learning based mutation for railway scheduling
Nitisiri, Krisanarach, Gen, Mitsuo, Ohwada, Hayato
Published in Computers & industrial engineering (01.04.2019)
Published in Computers & industrial engineering (01.04.2019)
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Journal Article
Predicting radiation protection and toxicity of p53 targeting radioprotectors using machine learning
Kimura, Masataka, Aoki, Shin, Ohwada, Hayato
Published in 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (01.08.2017)
Published in 2017 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) (01.08.2017)
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Conference Proceeding