Implementation of Thermal and Spectral Image Analysis for Neuropathic Foot

dc.contributor.authorJohb Fritz, Ekollo
dc.contributor.facultyfi=Tekniikan ja innovaatiojohtamisen yksikkö|en=School of Technology and Innovations|
dc.contributor.organizationVaasan yliopisto
dc.date.accessioned2018-09-29
dc.date.accessioned2019-09-25T17:35:45Z
dc.date.accessioned2025-06-25T15:12:17Z
dc.date.available2018-10-10
dc.date.available2019-09-25T17:35:45Z
dc.date.issued2018
dc.description.abstractDiabetes is a grave metabolic disease described by high glucose levels. The feet of pa-tients with diabetes are at the danger of a variety of neurotic results including peripheral vascular infection, disfigurement, ulceration, and necrosis (infection caused by localized death of living cells or tissue) leading to amputation. The way to deal with the diabetic foot is anticipation and early location. Sadly, currently health provider’s focus on re-sponsive diabetes mind and the accessibility of lacking subjective demonstrative screen-ing methodology makes doctors miss the finding of a few patients. The main objective is that diabetic foot demonstrates basic neuropathic and vascular symptoms. When a foot patient is inactive, the thermal recuperation will be much slow-er. This thermal response speed can be used as a quantitative measure for the study of diabetic foot condition. In our study, thermal recovery of the foot following cold pressure is discovered using a thermal camera. The captured thermal image is then analysed, and the temperature re-covery at each point on the foot is extracted and calibrated using a thermal control ap-pears, and the precarious regions are recognized. In addition, LED-based spectral imag-ing is tested to estimate oxygen saturation in the foot. In this subject, we show our examinations on the following parts of the implementation of medical application analytic system based on: measurement protocols, thermal image segmentation, new techniques to perform model analysis of gathered images, and our preliminary discoveries focused on small scale clinical investigation of some patients, which demonstrate the potential of the diagnostic system.
dc.description.notificationfi=Opinnäytetyö kokotekstinä PDF-muodossa.|en=Thesis fulltext in PDF format.|sv=Lärdomsprov tillgängligt som fulltext i PDF-format|
dc.format.bitstreamtrue
dc.format.extent85
dc.identifier.olddbid9879
dc.identifier.oldhandle10024/9251
dc.identifier.urihttps://osuva.uwasa.fi/handle/11111/5853
dc.language.isoeng
dc.rightsCC BY-NC-ND 4.0
dc.source.identifierhttps://osuva.uwasa.fi/handle/10024/9251
dc.subjectDiabetic foot
dc.subjectThermal imaging
dc.subjectImage analysis
dc.subjectSpectral imaging
dc.subjectMedical application.
dc.subject.degreeprogrammefi=Communications and System Engineering|en=Communications and System Engineering|
dc.subject.studyfi=Communications and System Engineering|en=Communications and System Engineering|
dc.titleImplementation of Thermal and Spectral Image Analysis for Neuropathic Foot
dc.type.ontasotfi=Diplomityö|en=Master's thesis (M.Sc. (Tech.))|sv=Diplomarbete|

Tiedostot

Näytetään 1 - 1 / 1
Ladataan...
Name:
osuva_8328.pdf
Size:
1.89 MB
Format:
Adobe Portable Document Format