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Mihaela van der Schaar
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Revolutionizing Healthcare
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Individualized treatment effect inference
ICML 2021: Synthetic Healthcare Data Generation and Assessment
ICML 2020: Machine Learning for Healthcare: Challenges, Methods, and Frontiers
Research pillars
Quantitative epistemology
Automated machine learning
Individualized treatment effect inference
Interpretable ML
Privacy challenge
Survival analysis, competing risks, and comorbidities
Synthetic data
Time series
Trustworthy and robust ML (in progress)
Adaptive clinical trials (in progress)
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Our lab’s impact
Alzheimer’s
Cancer
COVID-19
Our projects
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Policy Impact Predictor
Cystic fibrosis
Organ transplantation
Hub for Healthcare
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Tag - Clustering & phenotyping
Inspiration Exchange: time series in healthcare
Nick Maxfield
October 8, 2021
ICML 2021: Time Series Workshop invited talk
Mihaela van der Schaar
July 28, 2021
The lab
Mihaela van der Schaar
Research team
Funding
Clinical partners
Publications
Big ideas
News
Videos
Events
Software
Engagement sessions
Inspiration Exchange
Revolutionizing Healthcare
Tutorials
Individualized treatment effect inference
ICML 2021: Synthetic Healthcare Data Generation and Assessment
ICML 2020: Machine Learning for Healthcare: Challenges, Methods, and Frontiers
Research pillars
Quantitative epistemology
Automated machine learning
Individualized treatment effect inference
Interpretable ML
Privacy challenge
Survival analysis, competing risks, and comorbidities
Synthetic data
Time series
Trustworthy and robust ML (in progress)
Adaptive clinical trials (in progress)
Impact
Our lab’s impact
Alzheimer’s
Cancer
COVID-19
Our projects
Announcements
Policy Impact Predictor
Cystic fibrosis
Organ transplantation
Hub for Healthcare
Contact
Join the lab
Nick Maxfield
Mihaela van der Schaar