Doctoral graduate
Narathip "Nick" Reamaroon
Ph.D., Computational Medicine and Bioinformatics, University of Michigan (2021)
Ph.D. Graduate Researcher
Research
Research areas
- Machine learning for clinical decision support
- Medical image segmentation
- Pharmacogenomics
Background
Nick Reamaroon worked in computational medicine and bioinformatics at the University of Michigan with Kayvan Najarian and Brian Athey, contributing with the Athey Lab to the review of deep learning in pharmacogenomics from gene regulation to patient stratification. His first-author work addresses label uncertainty in clinical machine learning, where even expert clinicians may disagree on a diagnosis, and lung segmentation in chest radiographs of critically ill patients whose images are obscured by medical equipment, both in the context of acute respiratory distress syndrome.