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Document Understanding for Healthcare Referrals
Reliance on scanned documents and fax communication for healthcare referrals leads to high administrative costs and errors that may affect patient care.
Evolutionary Clustering via Message Passing
We are often interested in clustering objects that evolve over time and identifying solutions to the clustering problem for every time step.
Designing Optimal Mortality Risk Prediction Scores that Preserve Clinical Knowledge
In this paper, we seek to develop risk prediction scores that preserve clinical knowledge embedded in features and structure of the existing additive stepwise scores while addressing limitations caused by variable dichotomization.
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