27 citations · 40 across the 3 of their papers we have counts for
3 papers
stat.ML2017
Predicting Individual Physiologically Acceptable States for Discharge from a Pediatric Intensive Care Unit
Cameron Carlin, Long Van Ho, David Ledbetter +2
Objective: Predict patient-specific vitals deemed medically acceptable for discharge from a pediatric intensive care unit (ICU). Design: The means of each patient's hr, sbp and dbp…
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…