Concepedia

Edward Choi

EC

39

Publications

5K

Citations

25

H-Index

2015

Active since

Affiliations

Georgia Institute of Technology(Current)

Korea Advanced Institute of Science and Technology

Google (United States)

University of Ulsan

Edward Choi is an author at Georgia Institute of Technology specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningHealth InformaticsComputer ScienceNatural Language ProcessingEhr SystemsPublic HealthPredictive Analytics

Publications per year

2015–2024

39

Publications

39

Using recurrent neural network models for early detection of heart failure onset

Edward Choi, Andy Schuetz, Walter F. Stewart et al. · Journal of the American Medical Informatics Association · 2016 · 931 citations · Full text

Edward Choi, Mohammad Taha Bahadori, Le Song et al. · 2017 · 639 citations · Full text

Multi-layer Representation Learning for Medical Concepts

Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles et al. · 2016 · 458 citations · Full text

Engineering, Machine Learning, Computational Medicine +18

Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Edward Choi, Siddharth Biswal, Bradley Malin et al. · arXiv (Cornell University) · 2017 · 341 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks

Ariel Gordon, Elad Eban, Ofir Nachum et al. · 2018 · 330 citations

Artificial Intelligence, Present Morphnet, Geometric Learning +15

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