Thermo‐SPT: A new skin prick test evaluation framework based on low‐cost, portable smartphone thermography

Author:

Goktas Polat123ORCID,Can Bostan Ozge4ORCID,Gulseren Duygu5,Cakmak Mehmet Erdem4ORCID,Kaya Saltuk Bugra4,Damadoglu Ebru4ORCID,Karakaya Gul4,Kalyoncu Ali Fuat4

Affiliation:

1. UCD School of Computer Science University College Dublin Dublin Ireland

2. CeADAR: Centre for Applied Data Analytics Research Dublin Ireland

3. Department of Electrical and Electronics Engineering Bilkent University Ankara Turkey

4. School of Medicine, Department of Chest Diseases, Division of Allergy and Clinical Immunology Hacettepe University Ankara Turkey

5. School of Medicine, Department of Dermatology Hacettepe University Ankara Turkey

Abstract

AbstractBackgroundAlthough the skin prick test (SPT) is a reliable procedure to confirm IgE‐dependent allergic sensitization in patients, the interpretation of the test is still performed manually, resulting in an error‐prone procedure for the diagnosis of allergic diseases.ObjectiveTo design and implement an innovative SPT evaluation framework using a low‐cost, portable smartphone thermography, named Thermo‐SPT, to significantly improve the accuracy and reliability of SPT outcomes.MethodsThermographical images were captured every 60 s for a duration of 0 to 15 min using the FLIR One app, and then analysed with the FLIR Tool®. The definition of ‘Skin Sensitization Region’ area was introduced to analyse the time‐lapse thermal changes in skin reactions over several time periods during the SPT. The Allergic Sensitization Index (ASI) and Min–Max Scaler Index (MMS) formulae were also developed to optimize the identification of the peak allergic response time point through the thermal assessment (TA) of allergic rhinitis patients.ResultsIn these experimental trials, a statistically significant increase in temperature was detected from the fifth minute of TA for all tested aeroallergens (all values ). An increase was observed in the number of false‐positive cases, where patients with clinical symptoms not consistent with SPT were evaluated as positive on TA assessment, specifically for patients diagnosed with Phleum pratense and Dermatophagoides pteronyssinus. Our proposed technique, the MMS, has demonstrated improved accuracy in identifying P. pratense and D. pteronyssinus compared with other SPT evaluation metrics, specifically starting from the fifth minute. For patients diagnosed with Cat epithelium, although not statistically significant initially, an increasing trend was determined in the results at the 15 min (ΔT (T15 − T0), ; ASIT15, ).ConclusionsThis proposed SPT evaluation framework utilizing a low‐cost, smartphone‐based thermographical imaging technique can enhance the interpretability of allergic responses during the SPT, potentially reducing the need for extensive manual interpretation experience as standard SPTs.

Publisher

Wiley

Subject

Immunology,Immunology and Allergy

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Beyond visual inspection: The value of infrared thermography in skin diseases, a scoping review;Journal of the European Academy of Dermatology and Venereology;2024-01-22

2. Novel diagnostics and therapeutic approaches for allergic diseases;Clinical & Experimental Allergy;2023-06

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