Multi-head noise regression for single-channel EEG: estimating ocular and muscle contamination to guide artifact removal.
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| Title: | Multi-head noise regression for single-channel EEG: estimating ocular and muscle contamination to guide artifact removal. |
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| Authors: | Shaikh UQ; Institute of Biomedical Technologies, Auckland University of Technology, Auckland, New Zealand.; Department of Electrical and Electronic Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand., Kalra AM; Institute of Biomedical Technologies, Auckland University of Technology, Auckland, New Zealand.; Department of Electrical and Electronic Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand., Lowe A; Institute of Biomedical Technologies, Auckland University of Technology, Auckland, New Zealand.; Department of Mechanical Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland, New Zealand., Niazi IK; Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland, New Zealand.; Department of Health Science and Technology, Aalborg University, Aalborg, Denmark. |
| Source: | Journal of neural engineering [J Neural Eng] 2026 Apr 01; Vol. 23 (2). Date of Electronic Publication: 2026 Apr 01. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Institute of Physics Pub Country of Publication: England NLM ID: 101217933 Publication Model: Electronic Cited Medium: Internet ISSN: 1741-2552 (Electronic) Linking ISSN: 17412552 NLM ISO Abbreviation: J Neural Eng Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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