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Oracle Upper Bounds on Clean-EEG Recoverability from Single-Channel Decompositions Under EOG/EMG Contamination.

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Title: Oracle Upper Bounds on Clean-EEG Recoverability from Single-Channel Decompositions Under EOG/EMG Contamination.
Authors: Shaikh UQ; Institute of Biomedical Technologies, Auckland University of Technology, Auckland 1010, New Zealand.; Department of Electrical and Electronic Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland 1010, New Zealand., Kalra AM; Institute of Biomedical Technologies, Auckland University of Technology, Auckland 1010, New Zealand.; Department of Electrical and Electronic Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland 1010, New Zealand., Lowe A; Institute of Biomedical Technologies, Auckland University of Technology, Auckland 1010, New Zealand.; Department of Mechanical Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland 1010, New Zealand., Niazi IK; Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.; Department of Health Science and Technology, Aalborg University, 9200 Aalborg, Denmark.
Source: Sensors (Basel, Switzerland) [Sensors (Basel)] 2026 Apr 22; Vol. 26 (9). Date of Electronic Publication: 2026 Apr 22.
Publication Type: Journal Article
Journal Info: Publisher: MDPI Country of Publication: Switzerland NLM ID: 101204366 Publication Model: Electronic Cited Medium: Internet ISSN: 1424-8220 (Electronic) Linking ISSN: 14248220 NLM ISO Abbreviation: Sensors (Basel) Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Shaikh+UQ%22">Shaikh UQ</searchLink>; Institute of Biomedical Technologies, Auckland University of Technology, Auckland 1010, New Zealand.; Department of Electrical and Electronic Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland 1010, New Zealand.<br /><searchLink fieldCode="AU" term="%22Kalra+AM%22">Kalra AM</searchLink>; Institute of Biomedical Technologies, Auckland University of Technology, Auckland 1010, New Zealand.; Department of Electrical and Electronic Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland 1010, New Zealand.<br /><searchLink fieldCode="AU" term="%22Lowe+A%22">Lowe A</searchLink>; Institute of Biomedical Technologies, Auckland University of Technology, Auckland 1010, New Zealand.; Department of Mechanical Engineering, School of Engineering Computer and Mathematical Sciences, Auckland University of Technology, Auckland 1010, New Zealand.<br /><searchLink fieldCode="AU" term="%22Niazi+IK%22">Niazi IK</searchLink>; Centre for Chiropractic Research, New Zealand College of Chiropractic, Auckland 1060, New Zealand.; Department of Health Science and Technology, Aalborg University, 9200 Aalborg, Denmark.
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  Data: <searchLink fieldCode="JN" term="%22101204366%22">Sensors (Basel, Switzerland)</searchLink> [Sensors (Basel)] 2026 Apr 22; Vol. 26 (9). <i>Date of Electronic Publication: </i>2026 Apr 22.
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