2 papers
cs.LG2021
Benchmarking AutoML Frameworks for Disease Prediction Using Medical Claims
Roland Albert A. Romero, Mariefel Nicole Y. Deypalan, Suchit Mehrotra +4
We ascertain and compare the performances of AutoML tools on large, highly imbalanced healthcare datasets. We generated a large dataset using historical administrative claims inclu…
stat.ME2021
Divide-and-Conquer MCMC for Multivariate Binary Data
Suchit Mehrotra, Halley Brantley, Peter Onglao +5
The analysis of large scale medical claims data has the potential to improve quality of care by generating insights which can be used to create tailored medical programs. In partic…