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Thermal imaging potential and limitations to predict healing of venous leg ulcers

journal contribution
posted on 2024-11-02, 17:14 authored by Mahta Monshipouri, Behzad Aliahmad, Rajna Ogrin, Kylie Elder, Jacinta Anderson, Barbara PolusBarbara Polus, Dinesh KumarDinesh Kumar
Area analysis of thermal images can detect delayed healing in diabetes foot ulcers, but not venous leg ulcers (VLU) assessed in the home environment. This study proposes using textural analysis of thermal images to predict the healing trajectory of venous leg ulcers assessed in home settings. Participants with VLU were followed over twelve weeks. Digital images, thermal images and planimetry of wound tracings of the ulcers of 60 older participants was recorded in their homes by nurses. Participants were labelled as healed or unhealed based on status of the wound at the 12th week follow up. The weekly change in textural features was computed and the first two principal components were obtained. 60 participants (aged 80.53 ± 11.94 years) with 72 wounds (mean area 21.32 ± 51.28cm2) were included in the study. The first PCA of the change in textural features in week 2 with respect to week 0 were statistically significant for differentiating between healed and unhealed cases. Textural analysis of thermal images is an effective method to predict in week 2 which venous leg ulcers will not heal by week 12 among older people whose wounds are being managed in their homes.

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  1. 1.
    DOI - Is published in 10.1038/s41598-021-92828-2
  2. 2.
    ISSN - Is published in 20452322

Journal

Scientific Reports

Volume

11

Number

13239

Issue

1

Start page

1

End page

11

Total pages

11

Publisher

Nature Publishing Group

Place published

United Kingdom

Language

English

Copyright

© The Author(s) 2021. Open Access Tis article is licensed under a Creative Commons Attribution 4.0 International License.

Former Identifier

2006108761

Esploro creation date

2021-09-02

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