Data Science & Artificial Intelligence

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Our Focus

DSAITackling Data Issues

DSAI

DSAIBetter Predictive Models

DSAI

DSAIEffective Partnerships

DSAI

Making The Leap From Biomedical Data To Better Healthcare

• Addressing data science challenges, such as data integration, missing data imputation, normalisation and batch correction, and making strides in AI.

• Integrating data science and AI into biomedical research, including by working with industry to solve critical medical questions with precision and innovation.

• Fostering inter-disciplinary collaboration with researchers and industry to translate scientific discoveries into clinical benefits.

DSAIMulti-disciplinary team to integrate data science and AI into biomedical research to uncover insights for better healthcare.

Our Impact

Introducing Tools To Translate Big Data Into Clinical Benefits

• We developed a Data PROTection series that collectively improves data quality, by reducing noise, resolving missing data and minimising data waste.

• Our novel explainable AI method hones predictive models trained on electronic medical records, so they provide more meaningful and actionable explanations.

• We spearhead the A*STAR IAF-PP project T-MoVac, which has led to the development of an innovative antigen discovery pipeline to help cancer patients.

DSAIThe team had developed tools to translate big data in biomedical research for better healthcare. 

Our Faculty

Bernett Lee

Bernett LEE
Programme Director

 

Assistant Professor of Digital Health 

xyfan@ntu.edu.sg 

Assistant Professor of Biomedical Informatics 

wilsongoh@ntu.edu.sg 

Assistant Professor of Biomedical Informatics 
Director, Centre for Biomedical Informatics 
Programme Director of Data Science 

bernett.lee@ntu.edu.sg 

Assistant Professor of Data Analytics 

michele.nguyen@ntu.edu.sg 

Assistant Professor of Digital Health

liang.yao@ntu.edu.sg 

Assistant Professor, Digital Health 

siyong.yeo@ntu.edu.sg 

Assistant Professor of Digital Health 

baosheng.yu@ntu.edu.sg 

Professor  

chenpeng@ntu.edu.sg 

​Professor  

​chenxd@ntu.edu.sg 

Professor 

hduan@ntu.edu.sg 

Professor 

ctguan@ntu.edu.sg 

Professor  

kypu@ntu.edu.sg 

Professor 

dacheng.tao@ntu.edu.sg 

Associate Professor  

ernyu.tan@ntu.edu.sg 

Nanyang Associate Professor  

jie.xiong@ntu.edu.sg 

Assistant Professor  

guoweialvin.chan@ntu.edu.sg 

Assistant Professor  

clive.tan@ntu.edu.sg 

Asst Prof LAU Mai Chan A*STAR Lau_Mai_Chan@bii.a-star.edu.sg
Asst Prof Clement TSUI National Centre for Infectious Diseases Clement_KM_TSUI@ncid.sg
Asst Prof YANG XuleiA*Starxulei.yang@ntu.edu.sg
Assoc Prof Kelvin TSOI The Chinese University of Hong Kong kelvintsoi@cuhk.edu.hk
Asst Prof Thomas LAM Yuen TungThe Chinese University of Hong Kong 
Asst Prof Dennis Legen SHUNGMayo Clinic Rochester