Scholar
Yilin Ning
Google Scholar ID: T7M0MMIAAAAJ
Senior Research Fellow, Centre for Quantitative Medicine, Duke-NUS Medical School
Citations & Impact
Citations
1,402
H-index
20
i10-index
33
Publications
20
Co-authors
18
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - 2021: Khoo Postdoctoral Fellowship Award, Duke-NUS Medical School, Singapore, Singapore
- - Book Chapter: Types of Quantitative Data (Continuous, Categorical, Distributions, Skewness). Introducing, Designing and Conducting Research for Paramedics, p.115. Elsevier Health Sciences.
- - Selected Journal Publications: Multiple publications in Nature Medicine, The Lancet Digital Health, etc., covering topics such as ethical frameworks for AI, generative AI in healthcare, AI in medical education, and interpretable AI methods
- - Developed Python libraries and R packages like ShapleyVIC and AutoScore
Research Experience
- - Senior Research Fellow, Centre for Quantitative Medicine (CQM) & Duke-NUS AI + Medical Sciences Initiative (DAISI), Duke-NUS Medical School
Education
- - 2016-2020: PhD, NUS Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore
- - 2010-2014: B.Sc. (Hons. 2nd upper) in Statistics, Department of Statistics and Applied Probability, National University of Singapore, Singapore
Background
- - Biostatistician, Data Scientist
- - Research interests: Explainable AI, Biostatistics, Epidemiology, Statistical programming
