most citedDensely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings

5 citations · 7 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 2 cited

Interpretable Additive Recurrent Neural Networks For Multivariate Clinical Time Series

Asif Rahman, Yale Chang, Jonathan Rubin

Time series models with recurrent neural networks (RNNs) can have high accuracy but are unfortunately difficult to interpret as a result of feature-interactions, temporal-interacti…

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…