Author

Ya-Lin Chen

Institution: University of Washington

Observed institutions: University of Washington, Taipei Veterans General Hospital, Taipei Medical University

ORCID: 0000-0002-7046-827X

Observed ORCID: 0000-0002-7046-827X

OpenAlex ID: A5048325058

Comparison of Multivariable Logistic Regression and Other Machine Learning Algorithms for Prognostic Prediction Studies in Pregnancy Care: Systematic Review and Meta-Analysis

2020 · Herdiantri Sufriyana, Atina Husnayain, et al. · JMIR Medical Informatics · 142

Ability of machine-learning based clinical decision support system to reduce alert fatigue, wrong-drug errors, and alert users about look alike, sound alike medication

2023 · Chun‑You Chen, Ya-Lin Chen, et al. · Computer Methods and Programs in Biomedicine · 31

Alerts in Clinical Decision Support Systems (CDSS): A Bibliometric Review and Content Analysis

2022 · Shuo-Chen Chien, Ya-Lin Chen, et al. · Healthcare · 27

Assessment of Clinical Competence of Medical Students Using the Objective Structured Clinical Examination: First 2 Years' Experience in Taipei Veterans General Hospital

2010 · Chin-Chou Huang, Cho-Yu Chan, et al. · Journal of the Chinese Medical Association · 14

Machine learning-based prediction of medication refill adherence among first-time insulin users with type 2 diabetes

2023 · Ya-Lin Chen, Phung-Anh Nguyen, et al. · Diabetes Research and Clinical Practice · 8

In Silico Evaluation of Algorithm-Based Clinical Decision Support Systems: Protocol for a Scoping Review

2024 · Michael Dorosan, Ya-Lin Chen, et al. · JMIR Research Protocols · 3

Leveraging Hematologic Single-Cell Measurements for Patient Triage and Outcome Prediction

2025 · Ya-Lin Chen, Fabienne Lucas, et al. · The Journal of Applied Laboratory Medicine · 1

Personalized clinical reference intervals for routine precision medical care

2026 · Cindy Zhang, Ya-Lin Chen, et al. · medRxiv

Deep Phenotyping of Blood Cell Data Reveals Novel Clinical Biomarkers

2026 · Ya-Lin Chen, Cindy Zhang, et al. · medRxiv

In Silico Evaluation of Algorithm-Based Clinical Decision Support Systems Based on Care Pathway Simulation Models: Scoping Review

2026 · Michael Dorosan, Ya-Lin Chen, et al. · JMIR AI

Using routine laboratory tests to perform early prediction of urine culture results

2025 · Namrata Harish, Cindy Zhang, et al. · medRxiv

In silico evaluation of algorithm-based clinical decision support systems: A scoping review (Preprint)

2025 · Michael Dorosan, Ya-Lin Chen, et al.

Combining Sequence Similarity with Physicochemical Properties to Predict Binders for MHC-II Molecules

2023 · Ya-Lin Chen · Studies in health technology and informatics

Personal health records - Potential one-stop approach in polypharmacy

2022 · Ya-Lin Chen, Fauzi Budi Satria, et al. · Computer Methods and Programs in Biomedicine Update

Works count: 14

Citation count: 226

H-index: 5

I10-index: 4