Ryota Sakamoto

6PUBLICATIONS
28CO-AUTHORS
Epidemiological modellingGeneral practicePredictive and prognostic markersInformation systems user experience design and developmentInformation systems development methodologies and practice
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Publications (6)

|Sep 24, 2026
A Machine Learning-Derived Risk Scorecard for Pneumonia Hospitalization in Japanese Old-Old Adults.

|Jul 16, 2026
Machine learning-based prediction of hospital-associated complications after tibial fracture surgery in older patients: a nationwide Japanese database study.

|Apr 01, 2025
Personalized Physician-Assisted Sleep Advice for Shift Workers: Algorithm Development and Validation Study.

Yufei Shen, Alicia Choto Olivier, Han Yu

|Feb 03, 2025
Machine Learning-Based Prediction of Delirium and Risk Factor Identification in Intensive Care Unit Patients With Burns: Retrospective Observational Study.

Ryo Esumi, Hiroki Funao, Eiji Kawamoto

|Aug 22, 2023
Effect of an Internet-Delivered Cognitive Behavioral Therapy-Based Sleep Improvement App for Shift Workers at High Risk of Sleep Disorder: Single-Arm, Nonrandomized Trial.

Asami Ito-Masui, Ryota Sakamoto, Eri Matsuo

|Feb 24, 2021
Internet-Based Individualized Cognitive Behavioral Therapy for Shift Work Sleep Disorder Empowered by Well-Being Prediction: Protocol for a Pilot Study.

Asami Ito-Masui, Eiji Kawamoto, Ryota Sakamoto

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Frequent Collaborators

4 joint publications

Asami Ito-Masui

3 joint publications

Eiji Kawamoto

3 joint publications

Han Yu

3 joint publications

Akane Sano