Evidence map›Paper›PMID 41608496›Full record

ReviewWorld journal of orthopedics2026

Science of heat mapping: Thermography in musculoskeletal disorders.

Madhan Jeyaraman, Naveen Jeyaraman, Arulkumar Nallakumarasamy, Mainak Roy, Tomas M de Souza Moraes, Lucas F da Fonseca

Abstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Madhan JeyaramanDepartment of Orthopaedics, ACS Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600077, Tamil Nadu, India.
Naveen JeyaramanDepartment of Orthopaedics, ACS Medical College and Hospital, Dr MGR Educational and Research Institute, Chennai 600077, Tamil Nadu, India.
Arulkumar NallakumarasamyDepartment of Regenerative Medicine, Agathisha Institute of Stemcell and Regenerative Medicine, Chennai 600030, Tamil Nadu, India.
Mainak RoyDepartment of Orthopaedics, All India Institute of Medical Sciences, Kalyani 741245, West Bengal, India.
Tomas M de Souza MoraesDepartment of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, Sao Paulo, Brazil.
Lucas F da FonsecaDepartment of Orthopaedics, Brazilian Institute of Regenerative Medicine, Indaiatuba 13334-170, Sao Paulo, Brazil.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

HeatmappingInfra-red imagingMusculoskeletal disordersMusculoskeletal injuriesThermography

Identifiers

PMID41608496
PMCPMC12836124

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.