MIDL 2021

 
International Conference on
Medical Imaging with Deep Learning
5. bis 7. Juli 2021

Development of a Mobile Functional Near-Infrared Spectroscopy Prototype

TitelDevelopment of a Mobile Functional Near-Infrared Spectroscopy Prototype
Publication TypeConference Paper
Year of Publication2018
AuthorsVolkening N., Unni A., Rieger J.W., Fudickar S., Hein A.
Associate EditorSkulimowski A.M.J., Sheng Z., Khemiri-Kallel S., Cérin C., Hsu C.-H.
Conference NameInternet of Vehicles. Technologies and Services Towards Smart City
Pages146 - 161
Date Published2018
PublisherSpringer International Publishing
Conference LocationCham
ISBN Number978-3-030-05081-8
Abstract

Driving is a complex and cognitively demanding task. It is important to assess the cognitive state of the driver in order to develop cognitive technical systems that can adapt to different cognitive states of the driver. For this purpose, we have developed a mobile functional near-infrared spectroscopy (mofNIRS) prototype. This paper describes the improvements of this mobile prototype with freely placeable optodes on a subject's head and the results of an evaluation study. We conducted a motor cortex experiment with four subjects, whereby the mobile prototype was mounted on the right hemisphere and a commercial, stationary fNIRS on the left hemisphere above the motor cortex area. One data set had to be discarded due to incorrect synchronization between both systems. The results of the remaining three subjects are presented and discussed in this paper. Here, we report the results from the time-series and Statistical Parametric Mapping (SPM) analyses, which shows t-values with high differentiability of the Results. Furthermore, both analysis methods show comparable results between the commercial system and the mobile prototype.

DOI10.1007/978-3-030-05081-8_11
Erstellt am 22. November 2021 - 15:56 von Fudickar.

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