Search Results for author: Minnan Xu-Wilson

Found 3 papers, 0 papers with code

Patient Subtyping with Disease Progression and Irregular Observation Trajectories

no code implementations21 Oct 2018 Nikhil Galagali, Minnan Xu-Wilson

We also show that our model results in a 13% reduction in average cross-entropy error compared to a model with no state progression when forecasting vital signs.

Decompensation

Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks

no code implementations20 Apr 2018 Jonathan Rubin, Deepan Sanghavi, Claire Zhao, Kathy Lee, Ashequl Qadir, Minnan Xu-Wilson

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.

An Ensemble Boosting Model for Predicting Transfer to the Pediatric Intensive Care Unit

no code implementations16 Jul 2017 Jonathan Rubin, Cristhian Potes, Minnan Xu-Wilson, Junzi Dong, Asif Rahman, Hiep Nguyen, David Moromisato

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.

Specificity

Cannot find the paper you are looking for? You can Submit a new open access paper.