Author

Mikako Sakaguchi

Institution: Saiseikai Kumamoto Hospital

Observed institution: Saiseikai Kumamoto Hospital

ORCID: 0009-0008-9909-0945

Observed ORCID: 0009-0008-9909-0945

OpenAlex ID: A5027117345

Temporal Generalizability of Machine Learning Models for Predicting Postoperative Delirium Using Electronic Health Record Data: Model Development and Validation Study

2023 · Koutarou Matsumoto, Yasunobu Nohara, et al. · JMIR Perioperative Medicine · 13

Delirium Prediction Using Machine Learning Interpretation Method and Its Incorporation into a Clinical Workflow

2023 · Koutarou Matsumoto, Yasunobu Nohara, et al. · Applied Sciences · 4

Development of Machine Learning Prediction Models for Self-Extubation After Delirium Using Emergency Department Data

2024 · Koutarou Matsumoto, Yasunobu Nohara, et al. · Studies in health technology and informatics · 1

Predicting Delirium Using the Explainable Artificial Intelligence Technique: Development of a Learning Health System Using Machine Learning Prediction Models (Preprint)

2022 · Koutarou Matsumoto Matsumoto, Yasunobu Nohara, et al.

Works count: 4

Citation count: 18

H-index: 2

I10-index: 1