Koutarou Matsumoto

6PUBLICATIONS
26CO-AUTHORS
Medical biotechnology diagnostics (incl. biosensors)Cell physiologyDeep learning
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Publications (6)

|May 27, 2026
Multimodal GPT-5 for Predicting Poor Functional Outcomes After Intracerebral Hemorrhage in the Emergency Department: Validation Study.

|Dec 01, 2025
Identifying Key Variances in Clinical Pathways Associated With Prolonged Hospital Stays Using Machine Learning and ePath Real-World Data: Model Development and Validation Study.

Saori Tou, Koutarou Matsumoto, Asato Hashinokuchi

|Apr 18, 2025
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.

Saori Tou, Koutarou Matsumoto, Asato Hashinokuchi

|Dec 10, 2024
Machine Learning-Based Prediction for In-Hospital Mortality After Acute Intracerebral Hemorrhage Using Real-World Clinical and Image Data.

Koutarou Matsumoto, Kazuaki Ishihara, Katsuhiko Matsuda

|Jun 14, 2024
Predictive Performance of Machine Learning-Based Models for Poststroke Clinical Outcomes in Comparison With Conventional Prognostic Scores: Multicenter, Hospital-Based Observational Study.

Fumi Irie, Koutarou Matsumoto, Ryu Matsuo

|Oct 26, 2023
Temporal Generalizability of Machine Learning Models for Predicting Postoperative Delirium Using Electronic Health Record Data: Model Development and Validation Study.

Koutarou Matsumoto, Yasunobu Nohara, Mikako Sakaguchi

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Frequent Collaborators

5 joint publications

Naoki Nakashima

5 joint publications

Masahiro Kamouchi

4 joint publications

Yasunobu Nohara

3 joint publications

Hidehisa Soejima