3 papers
cs.LG2018
Patient Subtyping with Disease Progression and Irregular Observation Trajectories
Nikhil Galagali, Minnan Xu-Wilson
Patient subtyping based on temporal observations can lead to significantly nuanced subtyping that acknowledges the dynamic characteristics of diseases. Existing methods for subtypi…
cs.CV2018
Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks
Jonathan Rubin, Deepan Sanghavi, Claire Zhao +3
The MIMIC-CXR dataset is (to date) the largest released chest x-ray dataset consisting of 473,064 chest x-rays and 206,574 radiology reports collected from 63,478 patients. We pres…
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…