32 citations · 120 across the 11 of their papers we have counts for
4 papers · 1 filter
Ranking medical jargon in electronic health record notes by adapted distant supervision
Jinying Chen, Abhyuday N. Jagannatha, Samah J. Jarad +1
Objective: Allowing patients to access their own electronic health record (EHR) notes through online patient portals has the potential to improve patient-centered care. However, me…
Structured prediction models for RNN based sequence labeling in clinical text
Abhyuday Jagannatha, Hong Yu
Sequence labeling is a widely used method for named entity recognition and information extraction from unstructured natural language data. In clinical domain one major application…
Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records
Abhyuday Jagannatha, Hong Yu
Sequence labeling for extraction of medical events and their attributes from unstructured text in Electronic Health Record (EHR) notes is a key step towards semantic understanding…
Learning for Biomedical Information Extraction: Methodological Review of Recent Advances
Feifan Liu, Jinying Chen, Abhyuday Jagannatha +1
Biomedical information extraction (BioIE) is important to many applications, including clinical decision support, integrative biology, and pharmacovigilance, and therefore it has b…