Minnan Xu-Wilson

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 8

Top Topics

Multiple Kernel

Chest Radiographs

Spatial Filtering

Top Venues

Int. J. Medical Informatics

Publications

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
Utilizing machine learning to improve clinical trial design for acute respiratory distress syndrome. npj Digit. Medicine 4 (2021)
Asif Rahman, Yale Chang, Bryan Conroy, Minnan Xu-Wilson
Phenotyping with Prior Knowledge using Patient Similarity. MLHC (2020)
Nikhil Galagali, Minnan Xu-Wilson
Patient Subtyping with Disease Progression and Irregular Observation Trajectories. CoRR (2018)
Jonathan Rubin, Cristhian Potes, Minnan Xu-Wilson, Junzi Dong, Asif Rahman, Hiep Nguyen, David Moromisato
An ensemble boosting model for predicting transfer to the pediatric intensive care unit. Int. J. Medical Informatics 112 (2018)
Jonathan Rubin, Deepan Sanghavi, Claire Zhao, Kathy Lee, Ashequl Qadir, Minnan Xu-Wilson
Large Scale Automated Reading of Frontal and Lateral Chest X-Rays using Dual Convolutional Neural Networks. CoRR (2018)
Jonathan Rubin, Cristhian Potes, Minnan Xu-Wilson, Junzi Dong, Asif Rahman, Hiep Nguyen, David Moromisato
An Ensemble Boosting Model for Predicting Transfer to the Pediatric Intensive Care Unit. CoRR (2017)
Bryan Conroy, Minnan Xu-Wilson, Asif Rahman
Patient Similarity Using Population Statistics and Multiple Kernel Learning. MLHC (2017)
Bryan Conroy, Larry J. Eshelman, Cristhian Potes, Minnan Xu-Wilson
A dynamic ensemble approach to robust classification in the presence of missing data. Mach. Learn. 102 (3) (2016)
Minnan Xu-Wilson, Eric Carlson, Limei Cheng, Srinivasan Vairavan
Spatial Filtering and Adaptive Rule Based Fetal Heart Rate Extraction from Abdominal Fetal ECG Recordings. CinC (2013)