A Wearable Device for Virtual Cyber Therapy of Phantom Limb Pain

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dc.contributor.authorAkbulut, Akhan
dc.contributor.authorAşçı, Güven
dc.contributor.authorTarakçı, Ela
dc.contributor.authorAydın, Muhammed Ali
dc.contributor.authorZaim, Abdül Halim
dc.date.accessioned2020-11-21T15:56:11Z
dc.date.available2020-11-21T15:56:11Z
dc.date.issued2018en_US
dc.departmentİstanbul Ticaret Üniversitesien_US
dc.description2018 International Conference on Artificial Intelligence and Data Processing, IDAP 2018 -- 28 September 2018 through 30 September 2018 -- -- 144523en_US
dc.description.abstractPhantom limb pain (PLP) is the condition most often occurs in people who have had a limb amputated and it is may affect their life severely. When the brain sends movement signals to the phantom limb, it returns and causes a pain. Many medical approaches aim to treat the PLP, however the mirror therapy still considered as the base therapy method. The aim of this research is to develop a wearable device that measures the EMG signals from PLP patients to classify movements on the amputated limb. These signals can be used in virtual reality and augmented reality environments to realize the movements in order to reduce pain. A data set was generated with measurements taken from 8 different subjects and the classification accuracy achieved as 90% with Neural Networks method that can be used in cyber therapies. This type of therapy provides strong visuals which make the patient feel he/she really have the limb. The patient will have great therapy session time with comparison to the other classical therapy methods that can be used in home environments. © 2018 IEEE.en_US
dc.description.sponsorship117E579 -- This study is supported by the Scientific and Technological Research Council of Turkey (TUBITAK), Project number: 117E579. Ethical approval: This study was approved (#154208) by the Istanbul Cerrahpasa Medical Faculty Hospital, Istanbul, Turkey, Ethical Committee on the use of humans as experimental subjects on April 4th, 2017. ”All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.” -- --en_US
dc.identifier.doi10.1109/IDAP.2018.8620786en_US
dc.identifier.scopus2-s2.0-85062566310en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/IDAP.2018.8620786
dc.identifier.urihttps://hdl.handle.net/11467/4102
dc.identifier.wosWOS:000458717400064en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2018 International Conference on Artificial Intelligence and Data Processing, IDAP 2018en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectClassificationen_US
dc.subjectCyber Therapyen_US
dc.subjecte-Healthen_US
dc.subjectEMGen_US
dc.subjectPhantom Limb Painen_US
dc.subjectVirtual Realityen_US
dc.titleA Wearable Device for Virtual Cyber Therapy of Phantom Limb Painen_US
dc.typeConference Objecten_US

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