2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CL2023★ 2 cited
Document Understanding for Healthcare Referrals
Jimit Mistry, Natalia M. Arzeno
Reliance on scanned documents and fax communication for healthcare referrals leads to high administrative costs and errors that may affect patient care. In this work we propose a h…
cs.LG2019
Evolutionary Clustering via Message Passing
Natalia M. Arzeno, Haris Vikalo
We are often interested in clustering objects that evolve over time and identifying solutions to the clustering problem for every time step. Evolutionary clustering provides insigh…
stat.ML2014
Designing Optimal Mortality Risk Prediction Scores that Preserve Clinical Knowledge
Natalia M. Arzeno, Karla A. Lawson, Sarah V. Duzinski +1
Many in-hospital mortality risk prediction scores dichotomize predictive variables to simplify the score calculation. However, hard thresholding in these additive stepwise scores o…