Personal profile
Education
Education
MD, Chung Shan Medical University
External positions
Adjunct Professor, University of Michigan, Ann Arbor
01 06 2026 → …
Physician Scientist, Chang Gung Memorial Hospital
01 05 2011 → 31 07 2024
Research Fellow, School of Medicine, Johns Hopkins University
01 03 2006 → 30 09 2010
Attending Emergency Physician, Chang Gung Memorial Hospital
01 07 2004 → …
Keywords
- Clinical epidemiology
- Clinical prediction
- Clinical trials
- Intensive medical research
- Medical diagnosis
- Medical statistics
- Meta-analysis
- Research design
- Systematic reviews
Laboratory
- PREDICTION MODEL AND OUTCOME RESEARCH
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 9 Industry, Innovation, and Infrastructure
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- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Leveraging Artificial Intelligence and Phylodynamics to Navigate Fitness Landscapes and Detect Novel Vi Ruses Within the Rna Vi Rosphere
Gong, Y.-N. (PI) & Chen, K.-F. (CoPI)
01/08/25 → 31/07/26
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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The Last Mile Distribution of Omnichannel Retailing - Considering Simultaneous Pick-Up and Delivery, Sharing, Pickup Point, Coalition, and Green Vehicle Routing Problem
Lin, S.-W. (PI), Chen, K.-F. (CoPI) & Yu, V. F. (CoPI)
01/08/25 → 31/07/26
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Using Physiomarkers Obtained from Electronic Health Records, Wearable Devices, and Personal Portable Devices to Develop and Update Machine Learning and Transfer Learning Models to Predict Patient-Centered Outcomes
Chen, K.-F. (PI), Liao, G.-Y. (CoPI), Lin, C. (CoPI) & Lo, M. T. (CoPI)
01/08/24 → 31/07/25
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Learning from Peta-Scale High-Throughput Sequencing Data to Explore the Genotypic and Phenotypic Dynamics of Emerging Viruses
Gong, Y.-N. (PI) & Chen, K.-F. (CoPI)
01/08/24 → 31/07/25
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Intelligent Sexual Health Lillybot Information Support System for Gynecological Cancer Patients: Development, Test and Evaluation of Longitudinal Effects
Lee, J. T. (PI), Chang, H.-T. (CoPI), Chen, K.-F. (CoPI), Chou, H.-H. (CoPI), Hsu, C.-L. (CoPI), Huang, D. H. (CoPI), Lin, C. T. (CoPI) & Tsai, J.-L. (CoPI)
01/08/24 → 31/07/25
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
Research output
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Artificial intelligence in infection surveillance: Data integration, applications and future directions
Li, J. H., Tseng, Y. J., Chen, S. H. & Chen, K. F., 04 2026, In: Biomedical Journal. 49, 2, p. 100929 100929.Research output: Contribution to journal › Journal Article › peer-review
Open Access2 Scopus citations -
Predicting surgical intensive care unit readmission with machine learning model: Bi-center training and validation
Lin, T. L., Chang, P. H., Lai, W. H., Chen, Y. J., Lin, Y. C., Lin, Y. H., Li, W. F., Liu, Y. W., Wang, C. C., Chen, I. L. & Chen, K. F., 06 2026, In: Journal of Critical Care. 93, 155487.Research output: Contribution to journal › Journal Article › peer-review
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Solving the Shared Capacity Vehicle Routing Problem with Simultaneous Pick-Up and Delivery in Omni-Channel Retailing Using a Modified Differential Evolution Algorithm
Yu, V. F., Do, S. H., He, X. Y., Chen, K. F. & Lin, S. W., 01 2026, In: Mathematics. 14, 1, 195.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
The legacy and future of recurrent neural networks in personalized medicine: A reflection on the 2024 Nobel Physics Prize
Wittrup, E., Kay, A., Rosen, J., Chen, K. F. & Najarian, K., 02 2026, In: Biomedical Journal. 49, 1, p. 100933 100933.Research output: Contribution to journal › Journal Article › peer-review
Open Access1 Scopus citations -
Comparison of the diagnostic accuracies of various biomarkers and scoring systems for sepsis: A systematic review and Bayesian diagnostic test accuracy network meta-analysis
Lan, H. M., Wu, C. C., Liu, S. H., Li, C. H., Tu, Y. K. & Chen, K. F., 08 2025, In: Journal of Critical Care. 88, 155087.Research output: Contribution to journal › Journal Article › peer-review
8 Scopus citations
Activities
- 1 Visiting an external academic institution
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University of Michigan, Ann Arbor
Chen, K.-F. (Visiting researcher)
01 08 2024 → 31 07 2026Activity: Visiting an external institution › Visiting an external academic institution
Prizes
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2021 World's Top 2% Scientists- Single-year Impact
Chen, K.-F. (Recipient), 2022
Prize: World's Top 2% Scientists › World's Top 2% Scientists:Single-year Impact
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2024 Distinguished Teaching Award-Young Scholar Research Award
Chen, K.-F. (Recipient), 2024
Prize: Distinguished Faculty Award › Distinguished Faculty Award-Young Scholar Research Award
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2024 National Innovation Award-Clinical Research Category
Chen, K.-F. (Recipient), 2024
Prize: National Innovation Award › National Innovation Award-Clinical Research Category