Concepedia

David C. Kale

DC

17

Publications

1.5K

Citations

15

H-Index

2012

Active since

Affiliations

University of Southern California(Current)

Children's Hospital of Los Angeles

David C. Kale is an author at University of Southern California specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningHealth InformaticsDeep LearningKnowledge DiscoveryData MiningPublic HealthPredictive AnalyticsBiostatistics

Publications per year

2012–2017

17

Publications

17

Learning to Diagnose with LSTM Recurrent Neural Networks

Zachary C. Lipton, David C. Kale, Charles Elkan et al. · arXiv (Cornell University) · 2015 · 516 citations · Full text

Natural Language Processing, Structured Prediction, Sequence Modelling +15

Deep Computational Phenotyping

Zhengping Che, David C. Kale, Wenzhe Li et al. · 2015 · 253 citations

Engineering, Machine Learning, Data Science +12

Modeling Missing Data in Clinical Time Series with RNNs

Zachary C. Lipton, David C. Kale, Randall C. Wetzel · arXiv (Cornell University) · 2016 · 180 citations · Full text

Engineering, Machine Learning, Diagnosis +16

Unsupervised pattern discovery in electronic health care data using probabilistic clustering models

Benjamin M. Marlin, David C. Kale, Robinder G. Khemani et al. · 2012 · 149 citations

Unsupervised Pattern Discovery, Engineering, Machine Learning +22

The Effect of Neighborhood and Individual Characteristics on Pediatric Critical Illness

D. Epstein, Michael Reibel, Jennifer B. Unger et al. · Journal of Community Health · 2014 · 78 citations · Full text

Critical Care Medicine, Pediatric Epidemiology, Child Health +8

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