5 citations · 7 across the 3 of their papers we have counts for
3 papers
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…
Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings
Jonathan Rubin, Saman Parvaneh, Asif Rahman +2
The development of new technology such as wearables that record high-quality single channel ECG, provides an opportunity for ECG screening in a larger population, especially for at…
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…