Edward Choi

发表

Balanced Korean Word Spacing with Structural SVM

Hyunki Kim, Changki Lee, Edward Choi, 2014, EMNLP.

Opportunities and challenges in developing deep learning models using electronic health records data: a systematic review

Jimeng Sun, Cao Xiao, Edward Choi, 2018, J. Am. Medical Informatics Assoc..

Analyzing the role of model uncertainty for electronic health records

Jeremy Nixon, Ghassen Jerfel, Dustin Tran, 2019, CHIL.

Clinical Concept Extraction for Document-Level Coding

Jimeng Sun, Jacob Eisenstein, Edward Choi, 2019, BioNLP@ACL.

Compositional Obverter Communication Learning From Raw Visual Input pdf

Nando de Freitas, Angeliki Lazaridou, Edward Choi, 2018, ICLR.

Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process

Le Song, Jimeng Sun, Robert Chen, 2015, 2015 IEEE International Conference on Data Mining.

Causal Regularization pdf

Jimeng Sun, Robert Chen, Walter F. Stewart, 2019, NeurIPS.

Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Jimeng Sun, Bradley Malin, Walter F. Stewart, 2017, MLHC.

Information System for Mobile Immersive Learning Environment for Just-in-Time Learning in Public Health

Jimeng Sun, Sizhe Lin, Hang Su, 2015, American Medical Informatics Association Annual Symposium.

System Architecture of CDC I-SMILE Recommendation Engine

Jimeng Sun, Sizhe Lin, Hang Su, 2015, AMIA.

Chip-scale magnetic sensing and control of nanoparticles and nanorods

Andreas G. Andreou, Edward Choi, Zhiyong Gu, 2006, 2006 IEEE International Symposium on Circuits and Systems.

Doctor AI: Interpretable deep learning for modeling electronic health records

Edward Choi, 2018 .

The silicon chip: A versatile micro-scale platform for micro- and nano-scale systems

Edward Choi, 2009 .

Contactless fluorescence imaging with a CMOS image sensor

Andreas G. Andreou, Jennifer Blain Christen, Edward Choi, 2011, 2011 IEEE International Symposium of Circuits and Systems (ISCAS).

Sizhe Lin, Hang Su, Edward Choi, 2015, AMIA.

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

Jimeng Sun, Jaegul Choo, Young Bin Kim, 2018, IEEE Transactions on Visualization and Computer Graphics.

MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare

Jimeng Sun, Cao Xiao, Walter F. Stewart, 2018, NeurIPS.

MOD-G Protocol: A Communication Protocol for an Empathic Network

Merlin Teodosia Suarez, Edward Choi, Gregory Cu, 2012 .

Architecture of a μRFID with integrated antenna in 3D SOI-CMOS

Andreas G. Andreou, Edward Choi, 2007, 2007 41st Annual Conference on Information Sciences and Systems.

Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction pdf

Jimeng Sun, Walter F. Stewart, Andy Schuetz, 2016, ArXiv.

GRAM: Graph-based Attention Model for Healthcare Representation Learning

Le Song, Jimeng Sun, Walter F. Stewart, 2016, KDD.

System for deposition and characterization of polypyrrole/gold bilayer hinges

Andreas G. Andreou, Elisabeth Smela, Yingkai Liu, 2006, 2006 IEEE International Symposium on Circuits and Systems.

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

Jimeng Sun, Walter F. Stewart, Andy Schuetz, 2016, J. Am. Medical Informatics Assoc..

Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks pdf

Jimeng Sun, Bradley Malin, Walter F. Stewart, 2017, ArXiv.

Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction

Edward Choi, Gyubok Lee, Seongjun Yang, 2021, ACL.

Natural Attribute-based Shift Detection pdf

Jaegul Choo, Yixuan Li, Edward Choi, 2021, ArXiv.

Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation pdf

Jaegul Choo, Joonseok Lee, Edward Choi, 2021, AAAI.

Question Answering for Complex Electronic Health Records Database using Unified Encoder-Decoder Architecture

Daeyoung Kim, Edward Choi, Seongsu Bae, 2021, ML4H@NeurIPS.

Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding pdf

Edward Choi, Jiyoung Lee, Kyunghoon Hur, 2021, ArXiv.

Conditional Generation of Periodic Signals with Fourier-Based Decoder pdf

Edward Choi, Daehoon Gwak, Wonjae Kim, 2021, ArXiv.

Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation pdf

Edward Choi, Gyubok Lee, Woncheol Shin, 2021, ArXiv.

Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training pdf

Edward Choi, Jong Hak Moon, Woncheol Shin, 2021, ArXiv.

Neural Causal Regularization under the Independence of Mechanisms Assumption

Jimeng Sun, Robert Chen, Mohammad Taha Bahadori, 2017 .