4 papers
Hybrid Collaborative Filtering Models for Clinical Search Recommendation
Zhiyun Ren, Bo Peng, Titus K. Schleyer +1
With increasing and extensive use of electronic health records, clinicians are often under time pressure when they need to retrieve important information efficiently among large am…
HAM: Hybrid Associations Models for Sequential Recommendation
Bo Peng, Zhiyun Ren, Srinivasan Parthasarathy +1
Sequential recommendation aims to identify and recommend the next few items for a user that the user is most likely to purchase/review, given the user's purchase/rating trajectorie…
Cognitive Biomarker Prioritization in Alzheimer's Disease using Brain Morphometric Data
Bo Peng, Xiaohui Yao, Shannon L. Risacher +3
Background:Cognitive assessments represent the most common clinical routine for the diagnosis of Alzheimer's Disease (AD). Given a large number of cognitive assessment tools and ti…
CNN-based Dual-Chain Models for Knowledge Graph Learning
Bo Peng, Renqiang Min, Xia Ning
Knowledge graph learning plays a critical role in integrating domain specific knowledge bases when deploying machine learning and data mining models in practice. Existing methods o…