44 citations · 69 across the 4 of their papers we have counts for
4 papers
Learning to Identify Patients at Risk of Uncontrolled Hypertension Using Electronic Health Records Data
Ramin Mohammadi, Sarthak Jain, Stephen Agboola +3
Hypertension is a major risk factor for stroke, cardiovascular disease, and end-stage renal disease, and its prevalence is expected to rise dramatically. Effective hypertension man…
Neural Information Retrieval: A Literature Review
Ye Zhang, Md Mustafizur Rahman, Alex Braylan +12
A recent "third wave" of Neural Network (NN) approaches now delivers state-of-the-art performance in many machine learning tasks, spanning speech recognition, computer vision, and…
Crowdsourcing Information Extraction for Biomedical Systematic Reviews
Yalin Sun, Pengxiang Cheng, Shengwei Wang +4
Information extraction is a critical step in the practice of conducting biomedical systematic literature reviews. Extracted structured data can be aggregated via methods such as st…
Graph-Sparse LDA: A Topic Model with Structured Sparsity
Finale Doshi-Velez, Byron Wallace, Ryan Adams
Originally designed to model text, topic modeling has become a powerful tool for uncovering latent structure in domains including medicine, finance, and vision. The goals for the m…