Heterogeneity of cerebral small vessel disease based on imaging markers in a community-based population

Cluster analysis effectively delineated heterogeneous CSVD subgroups in a community population, each exhibiting distinct progression risks. Imaging-based heterogeneity profiling may support population risk stratification and guide targeted intervention strategies.

Authors

Institutions

Publication Details

Journal
Stroke and Vascular Neurology
Published
2026-01-16
DOI
https://doi.org/10.1136/svn-2025-004504
Primary Topic
Intracerebral and Subarachnoid Hemorrhage Research
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Heterogeneity of cerebral small vessel disease based on imaging markers in a community-based population

Jingping Sun, Yingying Yang, Yuesong Pan, Xueli Cai et al.
Stroke and Vascular Neurology
Intracerebral and Subarachnoid Hemorrhage Research
article

Heterogeneity of cerebral small vessel disease based on imaging markers in a community-based population

Jingping Sun, Yingying Yang, Yuesong Pan, Xueli Cai, Yilong Wang, Yuxian Li, Dandan Liu
article en

Abstract

Cluster analysis effectively delineated heterogeneous CSVD subgroups in a community population, each exhibiting distinct progression risks. Imaging-based heterogeneity profiling may support population risk stratification and guide targeted intervention strategies.

Stroke and Vascular Neurology
Capital Medical University (CN), Wenzhou Medical University (CN), Beijing Tian Tan Hospital (CN), National Clinical Research Center for Digestive Diseases (CN), Chinese Institute for Brain Research (CN)
National Natural Science Foundation of China, Beijing Municipal Science and Technology Commission, National Science and Technology Major Project
Good health and well-being
Openalex Percentile: Top 87%
Intracerebral and Subarachnoid Hemorrhage Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Heterogeneity of cerebral small vessel disease based on imaging markers in a community-based population — Jingping Sun, Yingying Yang, et al. · Stroke and Vascular Neurology (2026) | TGRS Research Map | TGRS