34 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Geisinger Medical CenterUS2 papers
- Columbia UniversityUS1 paper
- Geisinger Health SystemUS1 paper
- Johns Hopkins MedicineUS1 paper
- Johns Hopkins UniversityUS1 paper
- Northwestern MedicineUS1 paper
- Northwestern UniversityUS1 paper
- University of KentuckyUS1 paper
- University of New MexicoUS1 paper
- University of PennsylvaniaUS1 paper
- Vanderbilt UniversityUS1 paper
3 papers
Interpretation of machine learning predictions for patient outcomes in electronic health records
William La Cava, Christopher Bauer, Jason H. Moore +1
Electronic health records are an increasingly important resource for understanding the interactions between patient health, environment, and clinical decisions. In this paper we re…
Characterizing Design Patterns of EHR-Driven Phenotype Extraction Algorithms
Yizhen Zhong, Luke Rasmussen, Yu Deng +10
The automatic development of phenotype algorithms from Electronic Health Record data with machine learning (ML) techniques is of great interest given the current practice is very t…
A deep neural network to enhance prediction of 1-year mortality using echocardiographic videos of the heart
Alvaro Ulloa, Linyuan Jing, Christopher W Good +13
Predicting future clinical events helps physicians guide appropriate intervention. Machine learning has tremendous promise to assist physicians with predictions based on the discov…