Comparative analysis between convolutional neural network learned and engineered features: A case study on cardiac arrhythmia detection

by Ruhi Mahajan, PhD, Rishikesan Kamaleswaran, PhD, Oguz Akbilgic, PhD
Published 2020-07-01

Generalization in Clinical Prediction Models: The Blessing and Curse of Measurement Indicator Variables

by Joseph Futoma, PhD, Morgan Simons, MD, Finale Doshi-Velez, PhD, Rishikesan Kamaleswaran, PhD
Published 2021-07-01

Machine Learning–Based Discovery of a Gene Expression Signature in Pediatric Acute Respiratory Distress Syndrome

by Jocelyn R. Grunwell, MD, PhD, Milad G. Rad, MS, Susan T. Stephenson, PhD, Ahmad F. Mohammad, BS, Cydney Opolka, BS, Anne M. Fitzpatrick, PhD, Rishikesan Kamaleswaran, PhD
Published 2021-06-01

Prediction of Acute Respiratory Failure Requiring Advanced Respiratory Support in Advance of Interventions and Treatment: A Multivariable Prediction Model From Electronic Medical R...

by An-Kwok I. Wong, MD, PhD, Rishikesan Kamaleswaran, PhD, Azade Tabaie, MS, Matthew A. Reyna, PhD, Christopher Josef, MD, Chad Robichaux, MS, Anne A. H. de Hond, MSc, Ewout W. Steyerberg, PhD, Andre L. Holder, MD, MSc, Shamim Nemati, PhD, Timothy G. Buchman, MD, PhD, James M. Blum, MD
Published 2021-05-01