Work

Self-supervised small vessel segmentation with shape-aware geometric models and attention

Year: 2026

Type: article

Source: Medical Image Analysis

DOI: 10.1016/j.media.2026.104229

Authors: Zhiwei Deng, Songnan Xu, Jianwei Zhang, Jianing Tang, Jiong Zhang, Danny J. Wang, Lirong Yan, Yonggang Shi

Institutions: University of Southern California, Nanjing University, Northwestern University

Language: English

Topic: Medical Image Segmentation Techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: green

Funders: National Institutes of Health, National Institute on Aging, National Institute of Biomedical Imaging and Bioengineering

Awards: Quantitative cerebral blood vessel imaging biomarkers for AD and VCID, Imaging Cerebral Small Vessels in Vascular Cognitive Impairment and Dementia (VCID), Surface-Based Fiber Tracking and Modeling Techniques for Mapping the Superficial White Matter Connectome with Diffusion MRI, Tau-induced connectome imaging markers of Alzheimer's disease, Shape-based personalized AT(N) imaging markers of Alzheimer's disease, Alzheimer's Disease Research Centers

OpenAlex ID: W7202241919

FWCI:

Cites: 44

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Related to: 10