Deep learning for healthcare applications based on physiological signals: A review

O Faust, Y Hagiwara, TJ Hong, OS Lih… - Computer methods and …, 2018 - Elsevier
Background and objective: We have cast the net into the ocean of knowledge to retrieve the
latest scientific research on deep learning methods for physiological signals. We found 53 …

[HTML][HTML] Applications of functional near-infrared spectroscopy (fNIRS) neuroimaging in exercise–cognition science: a systematic, methodology-focused review

F Herold, P Wiegel, F Scholkmann… - Journal of clinical medicine, 2018 - mdpi.com
For cognitive processes to function well, it is essential that the brain is optimally supplied
with oxygen and blood. In recent years, evidence has emerged suggesting that cerebral …

Portable spectroscopy

RA Crocombe - Applied spectroscopy, 2018 - journals.sagepub.com
Until very recently, handheld spectrometers were the domain of major analytical and security
instrument companies, with turnkey analyzers using spectroscopic techniques from X-ray …

Virtual reality in neuroscience research and therapy

CJ Bohil, B Alicea, FA Biocca - Nature reviews neuroscience, 2011 - nature.com
Virtual reality (VR) environments are increasingly being used by neuroscientists to simulate
natural events and social interactions. VR creates interactive, multimodal sensory stimuli that …

Functional near-infrared spectroscopy in movement science: a systematic review on cortical activity in postural and walking tasks

F Herold, P Wiegel, F Scholkmann, A Thiers… - …, 2017 - spiedigitallibrary.org
Safe locomotion is a crucial aspect of human daily living that requires well-functioning motor
control processes. The human neuromotor control of daily activities such as walking relies …

Optical brain monitoring for operator training and mental workload assessment

H Ayaz, PA Shewokis, S Bunce, K Izzetoglu, B Willems… - Neuroimage, 2012 - Elsevier
An accurate measure of mental workload in human operators is a critical element of
monitoring and adaptive aiding systems that are designed to improve the efficiency and …

Artifact removal in physiological signals—Practices and possibilities

KT Sweeney, TE Ward… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
The combination of reducing birth rate and increasing life expectancy continues to drive the
demographic shift toward an aging population. This, in turn, places an ever-increasing …

fNIRS study of walking and walking while talking in young and old individuals

R Holtzer, JR Mahoney, M Izzetoglu… - … Series A: Biomedical …, 2011 - academic.oup.com
Background. Evidence suggests that gait is influenced by higher order cognitive and cortical
control mechanisms. However, less is known about the functional correlates of cortical …

Neuroimaging of mobility in aging: a targeted review

R Holtzer, N Epstein, JR Mahoney… - … Series A: Biomedical …, 2014 - academic.oup.com
Background. The relationship between mobility and cognition in aging is well established,
but the relationship between mobility and the structure and function of the aging brain is …

[HTML][HTML] A comprehensive survey on the detection, classification, and challenges of neurological disorders

AA Lima, MF Mridha, SC Das, MM Kabir, MR Islam… - Biology, 2022 - mdpi.com
Simple Summary This study represents a resourceful review article that can deliver
resources on neurological diseases and their implemented classification algorithms to …