Julia A. Schnabel

MemBrain v2 couples a generalist U-Net cryo-ET membrane segmenter, a mesh-based picker reaching 91% F1 for photosystem II from one annotated membrane, and geodesic particle statistics.

REECAP uses contrastive learning to link retinal aging patterns with genetic loci associated with eye diseases, identifying 178 loci including 27 linked to age-related eye diseases.

This paper applies a landmark-free morphometric method to a mouse model of Down syndrome, revealing localized cranial phenotypes not detectable with traditional landmark-based approaches.

This paper develops a segmentation method for myelin-like signals on T2-weighted MRI to estimate gestational age in preterm infants using manual annotations and an expectation-maximization framework.