most citedMedical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging

16 citations · 16 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CV2026

GenFAR: A generalized representation of brain structure, derived from 49,246 multi-cohort MRIs via deep learning

Vishnu M. Bashyam, Guray Erus, Junhao Wen +29

Deep learning models for neuroimaging have largely been developed for individual tasks, limiting knowledge transfer across applications. Here we introduce GenFAR, a modular deep le…

eess.IV2020★ 16 cited

Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging

Vishnu M. Bashyam, Jimit Doshi, Guray Erus +24

Conventional and deep learning-based methods have shown great potential in the medical imaging domain, as means for deriving diagnostic, prognostic, and predictive biomarkers, and…