Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation
This paper presents a novel approach of facial nerve paralysis evaluation system where it includes both static and dynamic features to evaluate the severity level of paralysis and classify the type of paralysis whether it is Upper Motor Neuron (UMN) lesion or Lower Motor Neuron (LMN) lesion. Two ass...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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Springer
2021
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/31412/1/Introduction%20of%20Static%20and%20Dynamic1.pdf |
| _version_ | 1796994610552111104 |
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| author | Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohd Zaki, Ahmad |
| author_facet | Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohd Zaki, Ahmad |
| author_sort | Wan Syahirah, Wan Samsudin |
| collection | UMP |
| description | This paper presents a novel approach of facial nerve paralysis evaluation system where it includes both static and dynamic features to evaluate the severity level of paralysis and classify the type of paralysis whether it is Upper Motor Neuron (UMN) lesion or Lower Motor Neuron (LMN) lesion. Two assessment proposed in the system, regional assessment and lesion assessment, which used static and dynamic features respectively. Individual score, total score and paralysis score are introduced and experiments reveal that the proposed approach demonstrates till 100% accuracy in classifying the subjects into normal and patient, the level of severity, and also the type of lesion by using the k-NN classifier. The results proved that with more experiments and by increasing the number of the data, the system will become a great aid to clinicians in evaluation of facial nerve paralysis and rehabilitation programs to patients. |
| first_indexed | 2024-03-06T12:50:15Z |
| format | Conference or Workshop Item |
| id | UMPir31412 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:50:15Z |
| publishDate | 2021 |
| publisher | Springer |
| record_format | dspace |
| spelling | UMPir314122021-05-11T04:16:51Z http://umpir.ump.edu.my/id/eprint/31412/ Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohd Zaki, Ahmad TK Electrical engineering. Electronics Nuclear engineering This paper presents a novel approach of facial nerve paralysis evaluation system where it includes both static and dynamic features to evaluate the severity level of paralysis and classify the type of paralysis whether it is Upper Motor Neuron (UMN) lesion or Lower Motor Neuron (LMN) lesion. Two assessment proposed in the system, regional assessment and lesion assessment, which used static and dynamic features respectively. Individual score, total score and paralysis score are introduced and experiments reveal that the proposed approach demonstrates till 100% accuracy in classifying the subjects into normal and patient, the level of severity, and also the type of lesion by using the k-NN classifier. The results proved that with more experiments and by increasing the number of the data, the system will become a great aid to clinicians in evaluation of facial nerve paralysis and rehabilitation programs to patients. Springer 2021 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/31412/1/Introduction%20of%20Static%20and%20Dynamic1.pdf Wan Syahirah, Wan Samsudin and Rosdiyana, Samad and Sundaraj, Kenneth and Mohd Zaki, Ahmad (2021) Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation. In: Proceedings of the 11th National Technical Seminar on Unmanned System Technology 2019 (NUSYS’19) , 2-3 December 2019 , Universiti Malaysia Pahang, Gambang Campus, Kuantan, Pahang, Malaysia. pp. 947-963., 666. ISBN 978-981-15-5281-6 https://doi.org/10.1007/978-981-15-5281-6_68 |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Wan Syahirah, Wan Samsudin Rosdiyana, Samad Sundaraj, Kenneth Mohd Zaki, Ahmad Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation |
| title | Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation |
| title_full | Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation |
| title_fullStr | Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation |
| title_full_unstemmed | Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation |
| title_short | Introduction of Static and Dynamic Features to Facial Nerve Paralysis Evaluation |
| title_sort | introduction of static and dynamic features to facial nerve paralysis evaluation |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/31412/1/Introduction%20of%20Static%20and%20Dynamic1.pdf |
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