223 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Harvard UniversityUS8 papers
- Massachusetts General HospitalUS4 papers
- Brigham and Women's HospitalUS3 papers
- Athinoula A. Martinos Center for Biomedical ImagingUS2 papers
- Boston UniversityUS2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Bordeaux Population HealthFR1 paper
- Boston Children's HospitalUS1 paper
- Brown UniversityUS1 paper
- Centre Hospitalier Universitaire de BordeauxFR1 paper
- Centre Inria d'Université Côte d'AzurFR1 paper
- Chicago Department of Public HealthUS1 paper
Showing 2018Show all
2 papers · 1 filter
cs.CY2018★ 118 cited
Machine-learned epidemiology: real-time detection of foodborne illness at scale
Adam Sadilek, Stephanie Caty, Lauren DiPrete +6
Machine learning has become an increasingly powerful tool for solving complex problems, and its application in public health has been underutilized. The objective of this study is…
stat.ME2018★ 28 cited
Robust and Efficient Semi-Supervised Estimation of Average Treatment Effects with Application to Electronic Health Records Data
David Cheng, Ashwin Ananthakrishnan, Tianxi Cai
We consider the problem of estimating the average treatment effect (ATE) in a semi-supervised learning setting, where a very small proportion of the entire set of observations are…