A novel GLM-based method for the Automatic IDentification of functional Events (AIDE) in fNIRS data recorded in naturalistic environments DOI Creative Commons
Paola Pinti, Arcangelo Merla,

Clarisse Aichelburg

et al.

NeuroImage, Journal Year: 2017, Volume and Issue: 155, P. 291 - 304

Published: May 2, 2017

Recent technological advances have allowed the development of portable functional Near-Infrared Spectroscopy (fNIRS) devices that can be used to perform neuroimaging in real-world. However, as real-world experiments are designed mimic everyday life situations, identification event onsets extremely challenging and time-consuming. Here, we present a novel analysis method based on general linear model (GLM) least square fit for Automatic IDentification Events (or AIDE) directly from fNIRS data. In order investigate accuracy feasibility this method, proof-of-principle applied algorithm (i) synthetic data simulating both block-, event-related mixed-design (ii) experimental recorded during conventional lab-based task (involving maths). AIDE was able recover events simulated with an 89%, 97% 91% respectively. For experiment, recovered more than 66.7% measured To illustrate strength then by wearable system one participant complex prospective memory experiment conducted outside lab. As part there were four six (actions where participants had interact target) two different conditions respectively (condition 1: social-interact person; condition 2: non-social-interact object). managed 3/4 3/6 1 2 The identified corresponded behavioural video recordings movements actions participant. Our results suggest "brain-first" rather "behaviour-first" is possible provide solution analyse data, filling gap between real-life testing neuroimaging.

Language: Английский

False positives and false negatives in functional near-infrared spectroscopy: issues, challenges, and the way forward DOI Creative Commons
Ilias Tachtsidis, Felix Scholkmann

Neurophotonics, Journal Year: 2016, Volume and Issue: 3(3), P. 031405 - 031405

Published: March 9, 2016

We highlight a significant problem that needs to be considered and addressed when performing functional near-infrared spectroscopy (fNIRS) studies, namely the possibility of inadvertently measuring fNIRS hemodynamic responses are not due neurovascular coupling. These can misinterpreted as brain activity, i.e., “false positives” (errors caused by wrongly assigning detected response activity), or mask negatives” observed in presence activity). Here, we summarize possible physiological origins these issues suggest ways avoid remove them.

Language: Английский

Citations

480

Current Status and Issues Regarding Pre-processing of fNIRS Neuroimaging Data: An Investigation of Diverse Signal Filtering Methods Within a General Linear Model Framework DOI Creative Commons
Paola Pinti, Felix Scholkmann, Antonia F. de C. Hamilton

et al.

Frontiers in Human Neuroscience, Journal Year: 2019, Volume and Issue: 12

Published: Jan. 10, 2019

Functional near-infrared spectroscopy (fNIRS) research articles show a large heterogeneity in the analysis approaches and pre-processing procedures. Additionally, there is often lack of complete description methods applied, necessary for study replication or results comparison. The aims this paper were (i) to review investigate which information generally included published fNIRS papers, (ii) define signal procedure set common ground standardization guidelines. To goal, we have reviewed 110 2016 field cognitive neuroscience, performed simulation with synthetic data optimize filtering step before applying GLM method statistical inference. Our highlight fact that many papers important information, variability used. simulations demonstrated optimal approach remove noise recover hemodynamic response from framework use 1000th order band-pass Finite Impulse Response filter. Based on these results, give preliminary recommendations as first toward improving dissemination results.

Language: Английский

Citations

352

Functional Near-Infrared Spectroscopy and Its Clinical Application in the Field of Neuroscience: Advances and Future Directions DOI Creative Commons
Wei-Liang Chen,

Julie C. Wagner,

Nicholas Heugel

et al.

Frontiers in Neuroscience, Journal Year: 2020, Volume and Issue: 14

Published: July 9, 2020

Similar to functional magnetic resonance imaging (fMRI), near-infrared spectroscopy (fNIRS) detects the changes of hemoglobin species inside brain, but via differences in optical absorption. Within spectrum, light can penetrate biological tissues and be absorbed by chromophores, such as oxyhemoglobin deoxyhemoglobin. What makes fNIRS more advantageous is its portability potential for long-term monitoring. This paper reviews basic mechanisms current clinical applications, limitations toward widespread usage fNIRS, efforts improve temporal spatial resolution robust within subjects. Oligochannel adequate estimating global cerebral function it has become an important tool critical care setting evaluating oxygenation autoregulation patients with stroke traumatic brain injury. When comes a sophisticated utilization, becomes critical. Multichannel NIRS improved mapping certain task modalities, language mapping. However, averaging group analysis are currently required, limiting use monitoring real-time event detection individual Advances signal processing have moved detecting types seizures, assessing autonomic cortical spreading depression. lack accuracy precision been major obstacle fNIRS. The high-density whole head optode arrays, precise sensor locations relative head, anatomical co-registration, short-distance channels, multi-dimensional combined sensitivity increase wide-spread assessment function.

Language: Английский

Citations

262

Cooperation in lovers: An fNIRS-based hyperscanning study DOI
Yafeng Pan, Xiaojun Cheng, Zhenxin Zhang

et al.

Human Brain Mapping, Journal Year: 2016, Volume and Issue: 38(2), P. 831 - 841

Published: Oct. 4, 2016

This study investigated interactive exchange in lovers and the associated interpersonal brain synchronization (IBS) using functional near-infrared spectroscopy (fNIRS)-based hyperscanning.Three types of female-male dyads, lovers, friends, strangers, performed a cooperation task during which activity was recorded right frontoparietal regions.We measured better cooperative behavior lover dyads compared with friend stranger dyads.Lover demonstrated increased IBS superior frontal cortex, also covaried their performance.Granger causality analyses revealed stronger directional from females to males than females, suggesting different roles for cooperation.Our refines theoretical explanation romantic interaction between lovers.

Language: Английский

Citations

254

A Review on the Use of Wearable Functional Near‐Infrared Spectroscopy in Naturalistic Environments DOI Open Access
Paola Pinti,

Clarisse Aichelburg,

Sam J. Gilbert

et al.

Japanese Psychological Research, Journal Year: 2018, Volume and Issue: 60(4), P. 347 - 373

Published: July 19, 2018

Abstract The development of novel miniaturized wireless and wearable functional near‐infrared spectroscopy (fNIRS) devices has paved the way for new brain imaging that could revolutionize cognitive research fields. Over past few decades, several studies have been conducted with conventional fNIRS systems demonstrated suitability this technology a wide variety populations applications, to investigate both healthy diseased brain. However, what makes even more appealing is its capability allow measurements in everyday‐life scenarios are not possible other gold‐standard neuroimaging modalities, such as magnetic resonance imaging. This huge impact on we explore neural bases mechanisms underpinning human functioning. aim review provide an overview naturalistic settings field neuroscience. In addition, present challenges associated use unrestrained contexts, discussing solutions will accurate inference activity. Finally, future perspectives neuroscience believe would benefit most from study devices.

Language: Английский

Citations

252

Functional near-infrared spectroscopy in movement science: a systematic review on cortical activity in postural and walking tasks DOI Creative Commons
Fabian Herold, Patrick Wiegel, Felix Scholkmann

et al.

Neurophotonics, Journal Year: 2017, Volume and Issue: 4(4), P. 041403 - 041403

Published: Aug. 1, 2017

Safe locomotion is a crucial aspect of human daily living that requires well-functioning motor control processes. The neuromotor activities such as walking relies on the complex interaction subcortical and cortical areas. Technical developments in neuroimaging systems allow quantification activation during execution tasks. Functional near-infrared spectroscopy (fNIRS) seems to be promising tool monitor processes areas freely moving subjects. However, so far, there no established standardized protocol regarding application data processing fNIRS signals limits comparability among studies. Hence, this systematic review aimed summarize current knowledge about studies dealing with or postural Fifty-six articles an initial yield 1420 publications were reviewed information methodology, processing, findings extracted. Based our results, we outline recommendations respect design Future perspectives measuring movement science are discussed.

Language: Английский

Citations

241

Frontal temporal and parietal systems synchronize within and across brains during live eye-to-eye contact DOI
Joy Hirsch, Xian Zhang, J. Adam Noah

et al.

NeuroImage, Journal Year: 2017, Volume and Issue: 157, P. 314 - 330

Published: June 12, 2017

Language: Английский

Citations

216

Concurrent fNIRS and EEG for Brain Function Investigation: A Systematic, Methodology-Focused Review DOI Creative Commons
Rihui Li, Dalin Yang, Feng Fang

et al.

Sensors, Journal Year: 2022, Volume and Issue: 22(15), P. 5865 - 5865

Published: Aug. 5, 2022

Electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) stand as state-of-the-art techniques for non-invasive neuroimaging. On a unimodal basis, EEG has poor spatial resolution while presenting high temporal resolution. In contrast, fNIRS offers better resolution, though it is constrained by its One important merit shared the that both modalities have favorable portability could be integrated into compatible experimental setup, providing compelling ground development of multimodal fNIRS-EEG integration analysis approach. Despite growing number studies using concurrent designs reported in recent years, methodological reference past remains unclear. To fill this knowledge gap, review critically summarizes status methods currently used studies, an up-to-date overview guideline future projects to conduct studies. A literature search was conducted PubMed Web Science through 31 August 2021. After screening qualification assessment, 92 involving data recordings analyses were included final review. Specifically, three categories analyses, including EEG-informed fNIRS-informed parallel identified explained with detailed description. Finally, we highlighted current challenges potential directions research.

Language: Английский

Citations

120

Cooperation makes two less-creative individuals turn into a highly-creative pair DOI

Hua Xue,

Kelong Lu, Ning Hao

et al.

NeuroImage, Journal Year: 2018, Volume and Issue: 172, P. 527 - 537

Published: Feb. 7, 2018

Language: Английский

Citations

157

Interpersonal synchronization of inferior frontal cortices tracks social interactive learning of a song DOI
Yafeng Pan, Giacomo Novembre, Bei Song

et al.

NeuroImage, Journal Year: 2018, Volume and Issue: 183, P. 280 - 290

Published: Aug. 4, 2018

Language: Английский

Citations

154