Saori Tou, Koutarou Matsumoto, Asato Hashinokuchi, Fumihiko Kinoshita, Hideki Nakaguma, Yukio Kozuma, Rui Sugeta, Yasunobu Nohara, Takanori Yamashita, Yoshifumi Wakata, et al. Data-driven prediction of prolonged air leak after video-assisted thoracoscopic surgery for lung cancer: Development and validation of machine-learning-based models using real-world data through the ePath system. Learning Health Systems. 2024
Yuri Kato, Kohei Ariyoshi, Yasunobu Nohara, Naoya Matsunaga, Tsukasa Shimauchi, Naoya Shindo, Akiyuki Nishimura, Xinya Mi, Sang Geon Kim, Tomomi Ide, et al. Inhibition of dynamin-related protein 1-filamin interaction improves systemic glucose metabolism. British journal of pharmacology. 2024
Koutarou Matsumoto, Yasunobu Nohara, Mikako Sakaguchi, Yohei Takayama, Syota Fukushige, Hidehisa Soejima, Naoki Nakashima, Masahiro Kamouchi. Temporal Generalizability of Machine Learning Models for Predicting Postoperative Delirium Using Electronic Health Record Data: Model Development and Validation Study (Preprint). JMIR Perioperative Medicine. 2023. 6. 1. e50895
Kayo Wakisaka, Ryu Matsuo, Koutarou Matsumoto, Yasunobu Nohara, Fumi Irie, Yoshinobu Wakisaka, Tetsuro Ago, Naoki Nakashima, Masahiro Kamouchi, Takanari Kitazono. Non-linear association between body weight and functional outcome after acute ischemic stroke. Scientific reports. 2023. 13. 1. 8697-8697
Fumi Irie, Koutarou Matsumoto, Ryu Matsuo, Yasunobu Nohara, Yoshinobu Wakisaka, Tetsuro Ago, Naoki Nakashima, Takanari Kitazono, Masahiro Kamouchi. Predictive Performance of Machine Learning-Based Models for Poststroke Clinical Outcomes in Comparison With Conventional Prognostic Scores: Multicenter, Hospital-Based Observational Study (Preprint). JMIR AI. 2023
