15 citations · 22 across the 4 of their papers we have counts for
4 papers
WellFactor: Patient Profiling using Integrative Embedding of Healthcare Data
Dongjin Choi, Andy Xiang, Ozgur Ozturk +5
In the rapidly evolving healthcare industry, platforms now have access to not only traditional medical records, but also diverse data sets encompassing various patient interactions…
Patient Clustering via Integrated Profiling of Clinical and Digital Data
Dongjin Choi, Andy Xiang, Ozgur Ozturk +5
We introduce a novel profile-based patient clustering model designed for clinical data in healthcare. By utilizing a method grounded on constrained low-rank approximation, our mode…
An Ensemble Blocking Scheme for Entity Resolution of Large and Sparse Datasets
Janani Balaji, Faizan Javed, Mayank Kejriwal +3
Entity Resolution, also called record linkage or deduplication, refers to the process of identifying and merging duplicate versions of the same entity into a unified representation…
Semantic Similarity Strategies for Job Title Classification
Yun Zhu, Faizan Javed, Ozgur Ozturk
Automatic and accurate classification of items enables numerous downstream applications in many domains. These applications can range from faceted browsing of items to product reco…