Kawamoto, Kensaku

Top Publications

Top Publications Authored or Co-Authored by "Kawamoto, Kensaku"

• The GUIDES checklist: Development of a tool to improve the successful use of guideline-based computerised clinical decision support

  Implementation Science, Volume 13, No. 1, Article 86, Year 2018, Citations 69
• Healthcare cost prediction: Leveraging fine-grain temporal patterns

  Journal of Biomedical Informatics, Volume 91, Article 103113, Year 2019, Citations 23
• A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: Congestive heart failure readmission case study

  BMC Medical Informatics and Decision Making, Volume 14, No. 1, Article 41, Year 2014, Citations 20
• Learning hidden patterns from patient multivariate time series data using convolutional neural networks: A case study of healthcare cost prediction

  Journal of Biomedical Informatics, Volume 111, Article 103565, Year 2020, Citations 20
• The potential for leveraging machine learning to filter medication alerts

  Journal of the American Medical Informatics Association, Volume 29, No. 5, Year 2022, Citations 9