13 citations · 14 across the 4 of their papers we have counts for
4 papers
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Mengwei Ren, Neel Dey, Martin A. Styner +2
Recent self-supervised advances in medical computer vision exploit global and local anatomical self-similarity for pretraining prior to downstream tasks such as segmentation. Howev…
Analysis of Cortical Morphometric Variability Using Labeled Cortical Distance Maps
E. Ceyhan, T. Nishino, K. N. Botteron +2
Morphometric differences in the anatomy of cortical structures are associated with neuro-developmental and neuropsychiatric disorders. Such differences can be quantized and detecte…
Censoring Distances Based on Labeled Cortical Distance Maps in Cortical Morphometry
E. Ceyhan, T. Nishino, J. Alexopolous +4
Shape differences are manifested in cortical structures due to neuropsychiatric disorders. Such differences can be measured by labeled cortical distance mapping (LCDM) which charac…
The Use of Labeled Cortical Distance Maps for Quantization and Analysis of Anatomical Morphometry of Brain Tissues
E. Ceyhan, M. Hosakere, T. Nishino +5
Anatomical shape differences in cortical structures in the brain can be associated with various neuropsychiatric and neuro-developmental diseases or disorders. Labeled Cortical Dis…