37 citations · 38 across the 3 of their papers we have counts for
3 papers
eess.IV2019★ 1 cited
CT-To-MR Conditional Generative Adversarial Networks for Ischemic Stroke Lesion Segmentation
Jonathan Rubin, S. Mazdak Abulnaga
Infarcted brain tissue resulting from acute stroke readily shows up as hyperintense regions within diffusion-weighted magnetic resonance imaging (DWI). It has also been proposed th…
cs.LG2017
An Ensemble Boosting Model for Predicting Transfer to the Pediatric Intensive Care Unit
Jonathan Rubin, Cristhian Potes, Minnan Xu-Wilson +4
Our work focuses on the problem of predicting the transfer of pediatric patients from the general ward of a hospital to the pediatric intensive care unit. Using data collected over…
cs.SD2017★ 37 cited
Recognizing Abnormal Heart Sounds Using Deep Learning
Jonathan Rubin, Rui Abreu, Anurag Ganguli +3
The work presented here applies deep learning to the task of automated cardiac auscultation, i.e. recognizing abnormalities in heart sounds. We describe an automated heart sound cl…