Diffusion Model-Based Multi-Channel EEG Representation and Forecasting for Early Epileptic Seizure Warning.

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Bibliographic Details
Title: Diffusion Model-Based Multi-Channel EEG Representation and Forecasting for Early Epileptic Seizure Warning.
Authors: Jiang Z; College of Computer Science, Sichuan University, Chengdu, 610000, China.; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610000, China., Dai W; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610000, China., Wei Q; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610000, China., Qin Z; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610000, China., Wei R; College of Computer Science, Sichuan University, Chengdu, 610000, China., Li M; Department of Clinical Laboratory Medicine, the First Medical Center, Chinese PLA General Hospital, Beijing, 100853, China., Chen X; Gastric Cancer Center, West China Hospital, Sichuan University, Chengdu, 610000, China., Huo Y; Chengdu Information Technology of Chinese Academy of Sciences Co., Ltd., Chengdu, 610000, China., Liu J; Zybio Inc, Chongqing, 400010, China., Li K; West China Biomedical Big Data Center, West China Hospital, Sichuan University, Chengdu, 610000, China. likang@wchscu.cn., Zhang L; College of Computer Science, Sichuan University, Chengdu, 610000, China. zhangle06@scu.edu.cn.
Source: Interdisciplinary sciences, computational life sciences [Interdiscip Sci] 2026 Jun; Vol. 18 (2), pp. 628-639. Date of Electronic Publication: 2025 Aug 11.
Publication Type: Journal Article
Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101515919 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1867-1462 (Electronic) Linking ISSN: 18671462 NLM ISO Abbreviation: Interdiscip Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1867-1462
DOI:10.1007/s12539-025-00750-2