Derek Driggs

Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans

Michael Roberts, Derek Driggs, Matthew Thorpe et al. · Research Explorer (The University of Manchester) · 2020 · 937 citations · Full text

Medicine, Health Informatics, Radiology +17

A Stochastic Proximal Alternating Minimization for Nonsmooth and Nonconvex Optimization

Derek Driggs, Junqi Tang, Jingwei Liang et al. · SIAM Journal on Imaging Sciences · 2021 · 34 citations

Natural Sciences, Mathematics, Optimization +14

The asymptotic equivalence of fixed heat flux and fixed temperature thermal boundary conditions for rapidly rotating convection

Michael A. Calkins, Kevin Hale, Keith Julien et al. · arXiv (Cornell University) · 2015 · 26 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +17

Machine learning for COVID-19 detection and prognostication using chest radiographs and CT scans: a systematic methodological review

Michael Roberts, Derek Driggs, Michael S. Thorpe et al. · Europe PMC (PubMed Central) · 2020 · 17 citations

Medicine, Health Informatics, Radiology +17

SPRING: A fast stochastic proximal alternating method for non-smooth non-convex optimization

Derek Driggs, Junqi Tang, Jingwei Liang et al. · arXiv (Cornell University) · 2020 · 11 citations · Full text

Natural Sciences, Computer Science, Mathematics +15