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March 6, 2026Cancers1 citationsOpen Access

Active Versus Passive Infrared Thermography for Skin Cancer Detection: A Diagnostic Accuracy Study

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FMFernando Costa MalheirosESEvelyn Rocha SilvaPFPedro Noronha Fagundes

Key Points

  • The study aims to compare the effectiveness of active and passive infrared thermography in identifying skin cancer.
  • Conducted at Barretos Cancer Hospital with 64 individuals and 100 skin lesions.
  • Images captured through passive thermography and active thermography after cooling.
  • Diagnostic performance evaluated based on thermal contrast patterns and temperature differentials.
  • Active thermography showed 91.1% sensitivity and 75.0% specificity; passive thermography had 17.9% sensitivity but perfect specificity (100%).
  • Malignant lesions had higher temperature differentials, especially noticed after cooling.
  • ROC analysis indicated active thermography's area under the curve (AUC) was 0.871, surpassing passive thermography's AUC of 0.650.

Abstract

Background: Infrared thermography has emerged as a non-invasive imaging modality capable of capturing physiological alterations associated with skin cancer; however, its diagnostic utility remains insufficiently characterized. This study aimed to compare the diagnostic performance of active (cooling-induced) and passive infrared thermography in distinguishing benign from malignant skin lesions. Methods: In this clinical study conducted at Barretos Cancer Hospital, 64 individuals contributed 100 skin lesions, of which 68 (56 malignant, 12 benign) met criteria for diagnostic accuracy analysis. Long-wave infrared images were acquired under steady-state conditions (passive thermography) and after standardized cooling (active thermography). Diagnostic performance was assessed using thermal contrast patterns and temperature differentials (ΔT), with histopathology as the reference standard. Results: Active thermography markedly outperformed passive imaging. Active thermography achieved a sensitivity of 91.1% and specificity of 75.0%, whereas passive thermography demonstrated low sensitivity (17.9%) despite perfect specificity (100%). Malignant lesions displayed substantially higher ΔT values, particularly during active thermal recovery. ROC analysis confirmed the superiority of the active technique (AUC = 0.871) over passive imaging (AUC = 0.650), with an optimal ΔT cutoff of 0.70 °C yielding high discriminative accuracy. Conclusions: Active infrared thermography enhances thermal contrast and provides significantly improved diagnostic sensitivity compared with passive imaging. As a low-cost, non-invasive technique, active thermography shows promise as a complementary tool for skin cancer triage, particularly in settings with limited access to dermatologic evaluation.

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Cite This Study

Malheiros et al. (2026) studied this question.

synapsesocial.com/papers/69aa7096531e4c4a9ff5a882https://doi.org/10.3390/cancers18050829
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