32 citations · 117 across the 14 of their papers we have counts for
6 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…
Learning to Rank Scientific Documents from the Crowd
Jesse M Lingeman, Hong Yu
Finding related published articles is an important task in any science, but with the explosion of new work in the biomedical domain it has become especially challenging. Most exist…
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…
Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai, Hong Yu
Recurrent neural networks (RNNs) process input text sequentially and model the conditional transition between word tokens. In contrast, the advantages of recursive networks include…
Neural Semantic Encoders
Tsendsuren Munkhdalai, Hong Yu
We present a memory augmented neural network for natural language understanding: Neural Semantic Encoders. NSE is equipped with a novel memory update rule and has a variable sized…
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…