Recognition unipolar and bipolar depression in adolescents by brain network fusing EEG individualized microstate and recurrence plot

2025/09/18 by Chen Wang, Shuo Liu, Liang Wang +2 · 1 voice
Medicine · Neuroscience · #Functional Brain Connectivity Studies #Heart Rate Variability and Autonomic Control #Neural dynamics and brain function

paper · doi:10.1016/j.bspc.2025.108637

openalex publication_date 2025/09/18 · crossref created 2025/09/18 · openalex created_date 2025/10/10 · crossref issued 2026/02/01 · crossref published 2026/02/01 · crossref published-print 2026/02/01 · crossref deposited 2026/03/10 · crossref indexed 2026/03/11 · openalex updated_date 2026/08/01

Citations

• Determining embedding dimension for phase-space reconstruction using a geometrical construction
• Nonlinear dynamics, delay times, and embedding windows

Discussions

• A novel Microstate Probability Weighted #recurrence_plot (MSPW-RP) was introduced to improve EEG-based detection of unipolar and bipolar depression in adolescents, achieving 91% classification accurac [bsky, 0 points, 0 comments]