Physiological interference reduction for near infrared spectroscopy brain activity measurement based on recursive least squares adaptive filtering and least squares support vector machines

Near infrared spectroscopy is the promising and noninvasive technique that can be used to detect the brain functional activation by monitoring the concentration alternations in the haemodynamic concentration. The acquired NIRS signals are commonly contaminated by physiological interference caused by...

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Bibliographic Details
Main Authors: Xin Liu, Yan Zhang, Dan Liu, Qisong Wang, Ou Bai, Jinwei Sun, Peter Rolfe
Format: Article
Language:English
Published: Taylor & Francis Group 2019-05-01
Series:Computer Assisted Surgery
Subjects:
Online Access:http://dx.doi.org/10.1080/24699322.2018.1560095