Shinichiroh Yokota

Supervised machine learning-based prediction for in-hospital pressure injury development using electronic health records: A retrospective observational cohort study in a university hospital in Japan

Gojiro Nakagami, Shinichiroh Yokota, Aya Kitamura et al. · International Journal of Nursing Studies · 2021 · 50 citations

Computing, Biomedical Informatics, Health Informatics +17

Machine learning models to detect social distress, spiritual pain, and severe physical psychological symptoms in terminally ill patients with cancer from unstructured text data in electronic medical records

Kento Masukawa, Maho Aoyama, Shinichiroh Yokota et al. · Palliative Medicine · 2022 · 40 citations

Computing, Health Informatics, Oncology +16

Establishing a Classification System for High Fall-Risk Among Inpatients Using Support Vector Machines

Shinichiroh Yokota, Miyoko Endo, Kazuhiko Ohe · CIN Computers Informatics Nursing · 2017 · 36 citations

Computing, Health Informatics, Nursing Informatics +17

Highly accurate and explainable detection of specimen mix-up using a machine learning model

Tomohiro Mitani, Shunsuke Doi, Shinichiroh Yokota et al. · Clinical Chemistry and Laboratory Medicine (CCLM) · 2019 · 26 citations

Computing, Data Science, Health Informatics +17

Construction and evaluation of <scp>FiND</scp>, a fall risk prediction model of inpatients from nursing data

Shinichiroh Yokota, Kazuhiko Ohe · Japan Journal of Nursing Science · 2016 · 24 citations · Full text

Computing, Biomedical Informatics, Health Informatics +16