Minnan Xu-Wilson

According to our database, Minnan Xu-Wilson authored at least 8 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

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

2020

Phenotyping with Prior Knowledge using Patient Similarity.

Asif Rahman, Yale Chang, Bryan Conroy, Minnan Xu-Wilson

Proceedings of the Machine Learning for Healthcare Conference, 2020

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

Patient Subtyping with Disease Progression and Irregular Observation Trajectories.

Nikhil Galagali, Minnan Xu-Wilson

CoRR, 2018

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

2017

Patient Similarity Using Population Statistics and Multiple Kernel Learning.

Bryan Conroy, Minnan Xu-Wilson, Asif Rahman

Proceedings of the Machine Learning for Health Care Conference, 2017

2016

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

2013

Spatial Filtering and Adaptive Rule Based Fetal Heart Rate Extraction from Abdominal Fetal ECG Recordings.

Minnan Xu-Wilson, Eric Carlson, Limei Cheng, Srinivasan Vairavan

Proceedings of the Computing in Cardiology, 2013