Ensemble of Feature-based and Deep learning-based Classifiers for Detection of Abnormal Heart Sounds. - Cristhian Potes; Saman Parvaneh; Asif Rahman; Bryan Conroy (CinC, 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)

Densely Connected Convolutional Networks and Signal Quality Analysis to Detect Atrial Fibrillation Using Short Single-Lead ECG Recordings. - Saman Parvaneh; Jonathan Rubin; Asif Rahman; Bryan Conroy; Saeed Babaeizadeh (CinC, 2017)

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

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