Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri

Multisensory room (MSR) is one of the therapy for patients with cognitive impairment. Cognitive impairment patients have an issues of interacting with sensory inputs. Therapy sessions take a long period to see the effectiveness this therapy. Therefore, there is need to improve the connectivity and d...

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Main Author: Zainor Amri, Nadia Syuhada
Format: Thesis
Language:English
Published: 2019
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Online Access:https://ir.uitm.edu.my/id/eprint/98471/1/98471.PDF
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spelling my-uitm-ir.984712024-08-08T03:05:07Z Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri 2019 Zainor Amri, Nadia Syuhada Creation Multisensory room (MSR) is one of the therapy for patients with cognitive impairment. Cognitive impairment patients have an issues of interacting with sensory inputs. Therapy sessions take a long period to see the effectiveness this therapy. Therefore, there is need to improve the connectivity and data cqllection that allow data analytic. This project presented an open source user interface with multisensory room, connectivity for data storage and data analytic. The main objective of this project to develop an open source user interface for connected multisensory room. Second objective to provide a data storage for the collection data of multisensory room in every session. Third is to provide a regression model for the data from multisensory room to help doctor's observation and decision for next treatment. For the user interface, it will receive sensorial games data from microcontroller by serial port for every therapy session. Next, therapist will assist the patients during the therapy and monitored the patiënt by sensorial checklist and behaviour checklist by using the user interface. Then, from the user interface, all the data will automatically save in the Microsoft Excel. Therefore, by using artificial data that have been discussed with medicine team, Microsoft Excel will give the regression model for each data. Hence, the regression model will help doctor to do the decision for next treatment. 2019 Thesis https://ir.uitm.edu.my/id/eprint/98471/ https://ir.uitm.edu.my/id/eprint/98471/1/98471.PDF text en public degree Universiti Teknologi MARA (UiTM) Faculty Of Electrical Engineering
institution Universiti Teknologi MARA
collection UiTM Institutional Repository
language English
topic Creation
spellingShingle Creation
Zainor Amri, Nadia Syuhada
Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri
description Multisensory room (MSR) is one of the therapy for patients with cognitive impairment. Cognitive impairment patients have an issues of interacting with sensory inputs. Therapy sessions take a long period to see the effectiveness this therapy. Therefore, there is need to improve the connectivity and data cqllection that allow data analytic. This project presented an open source user interface with multisensory room, connectivity for data storage and data analytic. The main objective of this project to develop an open source user interface for connected multisensory room. Second objective to provide a data storage for the collection data of multisensory room in every session. Third is to provide a regression model for the data from multisensory room to help doctor's observation and decision for next treatment. For the user interface, it will receive sensorial games data from microcontroller by serial port for every therapy session. Next, therapist will assist the patients during the therapy and monitored the patiënt by sensorial checklist and behaviour checklist by using the user interface. Then, from the user interface, all the data will automatically save in the Microsoft Excel. Therefore, by using artificial data that have been discussed with medicine team, Microsoft Excel will give the regression model for each data. Hence, the regression model will help doctor to do the decision for next treatment.
format Thesis
qualification_level Bachelor degree
author Zainor Amri, Nadia Syuhada
author_facet Zainor Amri, Nadia Syuhada
author_sort Zainor Amri, Nadia Syuhada
title Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri
title_short Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri
title_full Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri
title_fullStr Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri
title_full_unstemmed Cognitive impairment therapy user interface with regression model / Nadia Syuhada Zainor Amri
title_sort cognitive impairment therapy user interface with regression model / nadia syuhada zainor amri
granting_institution Universiti Teknologi MARA (UiTM)
granting_department Faculty Of Electrical Engineering
publishDate 2019
url https://ir.uitm.edu.my/id/eprint/98471/1/98471.PDF
_version_ 1811768923142488064