Literature DB >> 26742142

A Wearable EEG-HEG-HRV Multimodal System With Simultaneous Monitoring of tES for Mental Health Management.

Unsoo Ha, Yongsu Lee, Hyunki Kim, Taehwan Roh, Joonsung Bae, Changhyeon Kim, Hoi-Jun Yoo.   

Abstract

A multimodal mental management system in the shape of the wearable headband and earplugs is proposed to monitor electroencephalography (EEG), hemoencephalography (HEG) and heart rate variability (HRV) for accurate mental health monitoring. It enables simultaneous transcranial electrical stimulation (tES) together with real-time monitoring. The total weight of the proposed system is less than 200 g. The multi-loop low-noise amplifier (MLLNA) achieves over 130 dB CMRR for EEG sensing and the capacitive correlated-double sampling transimpedance amplifier (CCTIA) has low-noise characteristics for HEG and HRV sensing. Measured three-physiology domains such as neural, vascular and autonomic domain signals are combined with canonical correlation analysis (CCA) and temporal kernel canonical correlation analysis (tkCCA) algorithm to find the neural-vascular-autonomic coupling. It supports highly accurate classification with the 19% maximum improvement with multimodal monitoring. For the multi-channel stimulation functionality, after-effects maximization monitoring and sympathetic nerve disorder monitoring, the stimulator is designed as reconfigurable. The 3.37 × 2.25 mm(2) chip has 2-channel EEG sensor front-end, 2-channel NIRS sensor front-end, NIRS current driver to drive dual-wavelength VCSEL and 6-b DAC current source for tES mode. It dissipates 24 mW with 2 mA stimulation current and 5 mA NIRS driver current.

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Year:  2016        PMID: 26742142     DOI: 10.1109/TBCAS.2015.2504959

Source DB:  PubMed          Journal:  IEEE Trans Biomed Circuits Syst        ISSN: 1932-4545            Impact factor:   3.833


  4 in total

1.  Multimodal measurement approach to identify individuals with mild cognitive impairment: study protocol for a cross-sectional trial.

Authors:  Bernhard Grässler; Fabian Herold; Milos Dordevic; Tariq Ali Gujar; Sabine Darius; Irina Böckelmann; Notger G Müller; Anita Hökelmann
Journal:  BMJ Open       Date:  2021-05-25       Impact factor: 2.692

Review 2.  The Role of Heart Rate Variability in the Future of Remote Digital Biomarkers.

Authors:  Andrew P Owens
Journal:  Front Neurosci       Date:  2020-11-13       Impact factor: 4.677

3.  Proposal of layered mental healthcare for mental well-being.

Authors:  Masashi Kiguchi; Stephanie Sutoko; Hirokazu Atsumori; Ayako Nishimura; Akiko Obata; Tsukasa Funane; Hiromitsu Nakagawa; Masashi Egi; Hiroyuki Kuriyama
Journal:  Healthc Technol Lett       Date:  2021-05-13

4.  Effects of 6-Month Square Stepping Exercise Intervention on Physical and Cognitive Competence, Regucalcin, and Body Composition in Older People: Study Protocol for a Randomised Control Trial.

Authors:  Juan Manuel Franco-García; Jorge Carlos-Vivas; Damián Pereira-Payo; José Carmelo Adsuar; María Mendoza-Muñoz; Manuel Granado-Sánchez; Raquel Pastor-Cisneros; Laura Muñoz-Bermejo; Sabina Barrios-Fernández; Hadi Nobari; Narcis Gusi; Jorge Pérez-Gómez
Journal:  Int J Environ Res Public Health       Date:  2022-03-06       Impact factor: 3.390

  4 in total

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