Edward Choi
Korea Advanced Institute of Science and Technology(KR)
Publications by Year
Research Areas
Machine Learning in Healthcare, Topic Modeling, Natural Language Processing Techniques, Artificial Intelligence in Healthcare, Biomedical Text Mining and Ontologies
Most-Cited Works
- → Using recurrent neural network models for early detection of heart failure onset(2016)937 cited
- → RETAIN: An Interpretable Predictive Model for Healthcare using Reverse\n Time Attention Mechanism(2016)841 cited
- → Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review(2018)802 cited
- → GRAM(2017)642 cited
- → Multi-layer Representation Learning for Medical Concepts(2016)459 cited
- → Generating Multi-label Discrete Patient Records using Generative Adversarial Networks(2017)341 cited
- → MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks(2018)330 cited
- → RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records(2018)306 cited
- → Doctor AI: Predicting Clinical Events via Recurrent Neural Networks(2015)252 cited
- → Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer(2020)240 cited