3 citations · 14 across the 11 of their papers we have counts for
3 papers · 1 filter
Multimodal Ensemble Approach to Incorporate Various Types of Clinical Notes for Predicting Readmission
Bonggun Shin, Julien Hogan, Andrew B. Adams +3
Electronic Health Records (EHRs) have been heavily used to predict various downstream clinical tasks such as readmission or mortality. One of the modalities in EHRs, clinical notes…
Classification of Radiology Reports Using Neural Attention Models
Bonggun Shin, Falgun H. Chokshi, Timothy Lee +1
The electronic health record (EHR) contains a large amount of multi-dimensional and unstructured clinical data of significant operational and research value. Distinguished from pre…
Lexicon Integrated CNN Models with Attention for Sentiment Analysis
Bonggun Shin, Timothy Lee, Jinho D. Choi
With the advent of word embeddings, lexicons are no longer fully utilized for sentiment analysis although they still provide important features in the traditional setting. This pap…