Is Thermal Imaging a Useful Predictor of the Healing Status of Diabetes-Related Foot Ulcers? A Pilot Study
- PMID: 30255722
- PMCID: PMC6501524
- DOI: 10.1177/1932296818803115
Is Thermal Imaging a Useful Predictor of the Healing Status of Diabetes-Related Foot Ulcers? A Pilot Study
Abstract
Introduction: In clinical practice, both area and temperature of the ulcer have been shown to be effective in tracking the healing status of diabetes-related foot ulcer (DRFU). However, traditionally, the area of the DRFU is measured regardless of the temperature distribution. The current prospective, observational study used thermal imaging, as a more accurate tool, to measure both the area and the temperature of DRFU. We aimed to predict healing of DRFU using thermal imaging within the first 4 weeks of ulceration.
Method: A pilot study was conducted where thermal and color images of 26 neuropathic DRFUs (11 healing vs 15 nonhealing) from individuals with type 1 or 2 diabetes were taken at the initial clinic visit (baseline), at week 2, and at week 4. The thermal images were segmented into isothermal patches to identify the wound boundary and area corresponding to temperature distribution. Five parameters were obtained: temperature of the wound bed, area of the isothermal patch of the wound bed, area of isothermal patch of periwound, number of isolated isothermal patches of the wound region, and physical wound bed area from color image. The ulcers were also measured by experienced podiatrists over 4 consecutive weeks and used as the healing reference.
Results: For healing cases, the ratio of the area of the wound bed to its baseline measured using thermal images was found to be significantly lower at 2 weeks compared to nonhealing cases and this corresponded with a 50% reduction in area of DRFU at 4 weeks (group rank-based nonparametric analysis of variance P = .036). In comparison, neither the planimetric area measured using color images nor the temperature of the wound bed was associated with the healing.
Conclusion: This study of 26 patients demonstrates that change in the isothermal area of DRFU can predict the healing status at week 4. Thermal imaging of DRFUs has the advantage of incorporating both area and temperature allowing for early prediction of the healing of these ulcers. Further studies with greater sample sizes are required to test the significance of these results.
Keywords: diabetes; diabetes-related foot ulcer; thermal imaging; wound healing.
Conflict of interest statement
Figures


Similar articles
-
Determinants and estimation of healing times in diabetic foot ulcers.J Diabetes Complications. 2002 Sep-Oct;16(5):327-32. doi: 10.1016/s1056-8727(01)00217-3. J Diabetes Complications. 2002. PMID: 12200075
-
Healing times and prediction of wound healing in neuropathic diabetic foot ulcers: a prospective study.Exp Clin Endocrinol Diabetes. 2005 Feb;113(2):90-3. doi: 10.1055/s-2004-830537. Exp Clin Endocrinol Diabetes. 2005. PMID: 15772900
-
The effects of applied felted foam on wound healing and healing times in the therapy of neuropathic diabetic foot ulcers.Diabet Med. 2003 Aug;20(8):622-5. doi: 10.1046/j.1464-5491.2003.01011.x. Diabet Med. 2003. PMID: 12873288 Clinical Trial.
-
Thermography and thermometry in the assessment of diabetic neuropathic foot: a case for furthering the role of thermal techniques.Int J Low Extrem Wounds. 2006 Dec;5(4):250-60. doi: 10.1177/1534734606293481. Int J Low Extrem Wounds. 2006. PMID: 17088601 Review.
-
Do diabetes-related foot ulcer wound fluid measures have clinical utility as biomarkers for healing? A systematic review.J Wound Care. 2023 Apr 1;32(Sup4a):xlvii-lxii. doi: 10.12968/jowc.2023.32.Sup4a.xlvii. J Wound Care. 2023. PMID: 37029984
Cited by
-
A Comprehensive Scoping Review on the Use of Point-Of-Care Infrared Thermography Devices for Assessing Various Wound Types.Int Wound J. 2025 Aug;22(8):e70741. doi: 10.1111/iwj.70741. Int Wound J. 2025. PMID: 40819851 Free PMC article. Review.
-
Update on the Use of Infrared Thermography in the Early Detection of Diabetic Foot Complications: A Bibliographic Review.Sensors (Basel). 2023 Dec 31;24(1):252. doi: 10.3390/s24010252. Sensors (Basel). 2023. PMID: 38203114 Free PMC article. Review.
-
Enhanced Domain Adaptation for Foot Ulcer Segmentation Through Mixing Self-Trained Weak Labels.J Imaging Inform Med. 2025 Feb;38(1):455-466. doi: 10.1007/s10278-024-01193-9. Epub 2024 Jul 17. J Imaging Inform Med. 2025. PMID: 39020158 Free PMC article.
-
Computerised prediction of healing for venous leg ulcers.Sci Rep. 2022 Oct 26;12(1):17962. doi: 10.1038/s41598-022-20835-y. Sci Rep. 2022. PMID: 36289299 Free PMC article.
-
Potential Use of Novel Image and Signal Processing Methods to Develop a Quantitative Assessment of the Severity of Acute Radiation Dermatitis in Breast Cancer Radiotherapy.Clin Cosmet Investig Dermatol. 2022 Apr 22;15:725-733. doi: 10.2147/CCID.S354320. eCollection 2022. Clin Cosmet Investig Dermatol. 2022. PMID: 35497689 Free PMC article. Review.
References
-
- Boulton AJ, Vileikyte L, Ragnarson-Tennvall G, Apelqvist J. The global burden of diabetic foot disease. Lancet. 2005;366:1719-1724. - PubMed
-
- Armstrong DG, Boulton AJ, Bus SA. Diabetic foot ulcers and their recurrence. N Engl J Med 2017;376:2367-2375. - PubMed
-
- Rice JB, Desai U, Cummings AKG, Birnbaum HG, Skornicki M, Parsons NB. Burden of diabetic foot ulcers for Medicare and private insurers. Diabetes Care. 2014;37:651-658. - PubMed
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical