This paper is in the following e-collection/theme issue:

Development and Evaluation of Research Methods, Instruments and Tools (514) Methods and Instruments in Medical Informatics (137) Medication Adherence (91) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (851) Machine Learning (1505)

Published on in Vol 8 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/65882, first published .
Identifying the Relative Importance of Factors Influencing Medication Compliance in General Patients Using Regularized Logistic Regression and LightGBM: Web-Based Survey Analysis

Identifying the Relative Importance of Factors Influencing Medication Compliance in General Patients Using Regularized Logistic Regression and LightGBM: Web-Based Survey Analysis

Identifying the Relative Importance of Factors Influencing Medication Compliance in General Patients Using Regularized Logistic Regression and LightGBM: Web-Based Survey Analysis

Authors of this article:

Haru Iino1 Author Orcid Image ;   Hayato Kizaki1 Author Orcid Image ;   Shungo Imai1 Author Orcid Image ;   Satoko Hori1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Haru Iino   1 , BA ;   Hayato Kizaki   1 , PhD ;   Shungo Imai   1 , PhD ;   Satoko Hori   1 , PhD

1 Division of Drug Informatics, Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences, Keio University, Tokyo, Japan

Corresponding Author:

  • Satoko Hori, PhD
  • Division of Drug Informatics
  • Faculty of Pharmacy and Graduate School of Pharmaceutical Sciences
  • Keio University
  • 1-5-30 Shibakoen Minato-ku
  • Tokyo, 105-8512
  • Japan
  • Phone: 81 354002650
  • Email: satokoh@keio.jp