74 citations · 114 across the 3 of their papers we have counts for
3 papers
stat.ML2017★ 27 cited
The Dependence of Machine Learning on Electronic Medical Record Quality
Long Ho, David Ledbetter, Melissa Aczon +1
There is growing interest in applying machine learning methods to Electronic Medical Records (EMR). Across different institutions, however, EMR quality can vary widely. This work i…
stat.ML2017★ 13 cited
Prediction of Kidney Function from Biopsy Images Using Convolutional Neural Networks
David Ledbetter, Long Ho, Kevin V Lemley
A Convolutional Neural Network was used to predict kidney function in patients with chronic kidney disease from high-resolution digital pathology scans of their kidney biopsies. Ki…
stat.ML2017★ 74 cited
Dynamic Mortality Risk Predictions in Pediatric Critical Care Using Recurrent Neural Networks
M Aczon, D Ledbetter, L Ho +4
Viewing the trajectory of a patient as a dynamical system, a recurrent neural network was developed to learn the course of patient encounters in the Pediatric Intensive Care Unit (…