mdh.sePublikationer
Ändra sökning
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf
A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0003-3802-4721
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0002-1212-7637
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0002-5562-1424
Mälardalens högskola, Akademin för innovation, design och teknik.ORCID-id: 0000-0001-9857-4317
Visa övriga samt affilieringar
2008 (Engelska)Ingår i: Proc. 9th European Conference on Case-based Reasoning, 2008, s. 57-68Konferensbidrag, Publicerat paper (Refereegranskat)
Abstract [en]

Biofeedback is a method gaining increased interest and showing good results for a number of physical and psychological problems. Biofeedback training is mostly guided by an experienced clinician and the results largely rely on the clinician's competence. In this paper we propose a three phase computer assisted sensor-based biofeedback decision support system assisting less experienced clinicians, acting as second opinion for experienced clinicians. The three phase CBR framework is deployed to classify a patient, estimate initial parameters and to make recommendations for biofeedback training by retrieving and comparing with previous similar cases in terms of features extracted. The three phases work independently from each other. Moreover, fuzzy techniques are incorporated into our CBR system to better accommodate uncertainty in clinicians reasoning as well as decision analysis. All parts in the proposed framework have been implemented and primarily validated in a prototypical system. The initial result shows how the three phases functioned with CBR technique to assist biofeedback training. Eventually the system enables the clinicians to allow a patient to train himself/herself unsupervised.

Ort, förlag, år, upplaga, sidor
2008. s. 57-68
Nationell ämneskategori
Datorsystem
Identifikatorer
URN: urn:nbn:se:mdh:diva-7226OAI: oai:DiVA.org:mdh-7226DiVA, id: diva2:237236
Konferens
9th European Conference on Case-based Reasoning workshop proceedings, Trier, Germany
Tillgänglig från: 2009-09-25 Skapad: 2009-09-25 Senast uppdaterad: 2017-01-25Bibliografiskt granskad

Open Access i DiVA

Fulltext saknas i DiVA

Personposter BETA

Ahmed, Mobyen UddinBegum, ShahinaFunk, PeterXiong, Ning

Sök vidare i DiVA

Av författaren/redaktören
Ahmed, Mobyen UddinBegum, ShahinaFunk, PeterXiong, Ning
Av organisationen
Akademin för innovation, design och teknik
Datorsystem

Sök vidare utanför DiVA

GoogleGoogle Scholar

urn-nbn

Altmetricpoäng

urn-nbn
Totalt: 173 träffar
RefereraExporteraLänk till posten
Permanent länk

Direktlänk
Referera
Referensformat
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Annat format
Fler format
Språk
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Annat språk
Fler språk
Utmatningsformat
  • html
  • text
  • asciidoc
  • rtf