ReviewWorld journal of orthopedics2026
Science of heat mapping: Thermography in musculoskeletal disorders.
Review in World journal of orthopedics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed.
- Infrared Thermographic Assessment of Exercise-Induced Changes in Local Surface Temperature in Horses Following Treadmill Training: Preliminary Findings.Animals : an open access journal from MDPI · 2026Article
- Clinical Use of Infrared Thermography: Where Are We and Where Are We Going.Medicina (Kaunas, Lithuania) · 2026Article
- Cross-spectral fusion of thermal and RGB imaging for objective pain estimation.PLOS digital health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Musculoskeletal injuries are among the most common causes of disability worldwide, with early detection and appropriate intervention critical to minimizing long-term complications. Infrared thermography (IRT) has emerged as a non-invasive, real-time imaging modality that captures superficial temperature changes reflecting underlying physiological processes such as inflammation and vascular alterations. This review explores the fundamental principles of medical thermography, differentiates between passive and active approaches, and outlines key technological advancements including artificial intelligence integration. The clinical utility of IRT is discussed in various contexts - ranging from acute soft tissue injuries and overuse syndromes to chronic pain and rehabilitation monitoring. Comparative insights with conventional imaging techniques such as ultrasound and magnetic resonance imaging are also presented. While IRT offers functional imaging capabilities with advantages in portability, safety, and speed, its limitations - such as lack of deep-tissue penetration and protocol standardization - remain significant barriers to broader adoption. Future directions include the integration of IRT with other imaging modalities and digital health platforms to enhance musculoskeletal assessment and injury prevention strategies.
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Identifiers
What OpenQuestion holds
Registered trials
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.