ReviewBMC medical imaging2026
Radiomics in thyroid nodule assessment.
Review in BMC medical imaging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This narrative review was conducted by searching PubMed and Google Scholar using keywords such as 'radiomics' AND 'thyroid nodules' from March 2019 to March 2024. Inclusion criteria focused on peer-reviewed studies in English on radiomics applications; 50 studies were ultimately evaluated after excluding non-relevant works. The purpose of this article is to systematize the utilization of radiomics in assessing thyroid nodules, aiming to furnish valuable theoretical insights. As an emerging interdisciplinary domain, radiomics integrates medical imaging with computer data analysis techniques, thus constituting a potent instrument for precise diagnosis and comprehensive evaluation of thyroid nodules. Through a scrutiny of the principles, methods, and applications of radiomics in thyroid nodule evaluation, we aim to elucidate its potential for enhancing diagnostic accuracy, assessing disease progression, and mitigating overdiagnosis. Additionally, this study offers a critical assessment of the inherent strengths and limitations of the employed methodology.Clinical trial number Not applicable.
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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.