Evidence map›Paper›PMID 41782471›Full record

ArticleCancer reports (Hoboken, N.J.)2026

The Non-Invasive Diagnostic Modality for the Detection of Oral Squamous Cell Carcinoma by an Infrared Sensor.

Shahrzad Rahimizadeh Nahavandi, Arghavan Tonkaboni, Soheila Manifar, Mohammad Shirkhoda, Amir Parham Pirhadi Rad

Abstract read
In one paragraph

Article in Cancer reports (Hoboken, N.J.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Shahrzad Rahimizadeh NahavandiDepartment of Oral Health Sciences, Faculty of Dentistry, The University of British Columbia, Vancouver, Canada.ORCID 0009-0000-9346-678X
Arghavan TonkaboniDepartment of Oral and Maxillofacial Medicine, School of Dentistry, Tehran University of Medical Sciences, Tehran, Iran.ORCID 0000-0003-3461-4847
Soheila ManifarDepartment of Oral and Maxillofacial Medicine, School of Dentistry, Tehran University of Medical Sciences, Tehran, Iran.ORCID 0000-0002-5898-3893
Mohammad ShirkhodaDepartment of Surgery, Cancer Institute of Iran, Tehran University of Medical Sciences, Tehran, Iran.ORCID 0000-0001-8064-5623
Amir Parham Pirhadi RadSchool of Biomedical Engineering, University of British Columbia, Vancouver, Canada.ORCID 0009-0004-4252-7609

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesOral squamous cell carcinoma (OSCC) is the most common cancer in the oral and maxillofacial region. While the 5-year survival rate ranges from 75% to 94% when detected early, the majority of cases are diagnosed at an advanced stage, where survival drops to 20%-40%, underscoring the critical need for improved early detection strategies. This study aimed to non-invasively detect OSCC by measuring the thermal difference between carcinogenic tissue and healthy mucosa using an infrared sensor and to assess the accuracy of this diagnostic modality. MATERIALS AND

methodsA novel intraoral infrared device was designed and manufactured to non-invasively measure intraoral tissue temperature. Twenty participants (13 males and 7 females) were examined, including 10 patients and 10 healthy individuals. The temperature of the lesion and contralateral healthy mucosa in the patients' group as well as both sides of the tongue in the control group were measured. The temperature differences were analyzed using the t-test. The accuracy of the device was evaluated using the receiver operating characteristic (ROC) curve.

resultsA significant difference was observed in the temperature of the tumoral tissue and healthy mucosa in the patients' group (p < 0.001). The assessment of the device's accuracy in detecting OSCC revealed that a temperature differential greater than 0.97°C between the measured sides indicates the potential presence of a lesion on the higher temperature side (sensitivity = 1, specificity = 1). Regions exhibiting temperatures higher than 38.42°C were identified as potentially indicating the presence of malignant lesions (sensitivity = 1, specificity = 0.9).

conclusionThermography can serve as an effective non-invasive diagnostic modality for detecting suspicious oral lesions by leveraging temperature differences. The designed device facilitates early detection of these lesions based on thermal variations, offering a promising tool for timely and accurate diagnosis. TRAIL REGISTRATION: IRCT20181130041806N1.

Indexed as

Carcinoma, Squamous CellEarly Detection of CancerMouth NeoplasmsSquamous Cell Carcinoma of Head and NeckThermographyAdultAgedCase-Control StudiesFemaleHumansInfrared RaysMaleMiddle AgedMouth MucosaROC Curveearly detection of cancerhead and neck canceroral cancerthermography

Identifiers

PMID41782471
PMCPMC12961346

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.