ReviewEndocrinology and metabolism clinics of North America2022
The Future of Thyroid Nodule Risk Stratification.
Review in Endocrinology and metabolism clinics of North America, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05982821 (A Multicenter Study of Artificial Intelligence-assisted Contrast-enhanced Ultrasound Diagnosis of Thyroid Nodules), which is not on this map. Cited by 7 papers, 2 of them syntheses that pooled 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.
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.
A Multicenter Study of Artificial Intelligence-assisted Contrast-enhanced Ultrasound Diagnosis of Thyroid Nodules
Who cites it
7 citing papers in PubMed, 2 syntheses or guidelines pooled it, 13 citations in OpenAlex.
- Integration of AI-driven ultrasound and molecular testing to improve diagnosis of indeterminate thyroid nodules.Frontiers in endocrinology · 2026Pooled it
- Implementation strategies to support ultrasound thyroid nodule risk stratification: A systematic review.Clinical endocrinology · 2023Pooled it
- MicroRNA-181a-5p promotes papillary thyroid carcinoma progress via the PTEN/AKT pathway.Molecular biotechnology · 2026Article
- A Comprehensive Diagnostic Assessment of Thyroid Nodules Utilizing Scintigraphy and Telomere Lengths (T/S ratios).Molecular imaging and radionuclide therapy · 2025Article
- Effects of Metformin Therapy on Thyroid Volume and Functions in Patients with Newly Diagnosed Type 2 Diabetes Mellitus: A Single-center Prospective Study.Endocrine, metabolic & immune disorders drug targets · 2024Observational
- The Role of Frozen Section Examination in Thyroid Surgery.Sisli Etfal Hastanesi tip bulteni · 2023Review
- Management of Thyroid Nodules.Sisli Etfal Hastanesi tip bulteni · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 2 countries.
Funding
Abstract
Clinical evidence supports the association of ultrasound features with benign or malignant thyroid nodules and serves as the basis for sonographic stratification of thyroid nodules, according to an estimated thyroid cancer risk. Contemporary guidelines recommend management strategies according to thyroid cancer risk, thyroid nodule size, and the clinical scenario. Yet, reproducible and accurate thyroid nodule risk stratification requires expertise, time, and understanding of the weight different ultrasound features have on thyroid cancer risk. The application of artificial intelligence to overcome these limitations is promising and has the potential to improve the care of patients with thyroid nodules.
Indexed as
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.