Spatial Filtering and Adaptive Rule Based Fetal Heart Rate Extraction from Abdominal Fetal ECG Recordings. - Minnan Xu-Wilson; Eric Carlson; Limei Cheng; Srinivasan Vairavan (CinC, 2013)

A dynamic ensemble approach to robust classification in the presence of missing data. - Bryan Conroy; Larry J. Eshelman; Cristhian Potes; Minnan Xu-Wilson (Mach. Learn., 2016)

Patient Similarity Using Population Statistics and Multiple Kernel Learning. - Bryan Conroy; Minnan Xu-Wilson; Asif Rahman (MLHC, 2017)

Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks. - Jonathan Rubin; Deepan Sanghavi; Claire Zhao; Kathy Lee; Ashequl Qadir; Minnan Xu-Wilson (CoRR, 2018)

Patient Subtyping with Disease Progression and Irregular Observation Trajectories. - Nikhil Galagali; Minnan Xu-Wilson (CoRR, 2018)

An ensemble boosting model for predicting transfer to the pediatric intensive care unit. - Jonathan Rubin; Cristhian Potes; Minnan Xu-Wilson; Junzi Dong; Asif Rahman; Hiep Nguyen; David Moromisato (Int. J. Medical Informatics, 2018)

Phenotyping with Prior Knowledge using Patient Similarity. - Asif Rahman; Yale Chang; Bryan Conroy; Minnan Xu-Wilson (MLHC, 2020)

Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome. - Emma H. Schwager; Katharina Jansson; Asif Rahman; S. Schiffer; Yale Chang; Gregory Boverman; Brian Gross; Minnan Xu-Wilson; P. Boehme; Hubert Truebel; Joseph J. Frassica (npj Digit. Medicine, 2021)