Endocrinology

Thyroid

Latest AI and machine learning research in thyroid for healthcare professionals.

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Showing 43-63 of 2,762 articles
Artificial Intelligence in Thyroid Nodules and Cancer: Clinical Validation and Real-World Performance.

Thyroid nodules are detected in a large proportion of adults undergoing high-resolution ultrasonogra...

Aug 2026 42593783
Artificial intelligence-driven transformation in the management of atypia of undetermined significance (AUS) thyroid nodules.

Atypia of undetermined significance (AUS) thyroid nodules account for 10-30% of thyroid fine-needle ...

(2)
Aug 2026 42595195
Prediction of Incident Atrial Fibrillation and Association With Outcomes Using Routine Electronic Health Records in a Western Pacific Population.

BACKGROUND AND AIM: Atrial fibrillation (AF) affects over 37 million people internationally and conf...

(5)
Aug 2026 42562672
Radiomics and machine learning analysis of ultrasound images in Bethesda IV thyroid nodules: a retrospective monocentric study.

Bethesda IV thyroid nodules remain a major diagnostic challenge because cytology cannot reliably dis...

Jul 2026 42536308
A Thyroid Nodule Differentiation Model for Benign-Malignant Identification by Fusing Transfer Learning and Gradient Boosting Decision Tree.

Accurate identification of benign and malignant thyroid nodules is a core link in clinical diagnosis...

Jul 2026 42527788
Data-driven endocrine-metabolic phenotypes in young women with polycystic ovary syndrome and associations with cardiometabolic risk markers.

Polycystic ovary syndrome (PCOS) is a heterogeneous endocrine disorder associated with reproductive ...

(1)
Jul 2026 42518080
The Performance of ChatGPT-4o and DeepSeek-R1 in Interpreting Thyroid Nodule Ultrasound Text Reports: Multicenter Study.

BACKGROUND: Although thyroid nodules are detected in up to 60% of adults on ultrasound, the vast maj...

Jul 2026 42520216
Deep learning models for predicting clinical activity and characteristics in thyroid eye disease using magnetic resonance imaging.

PURPOSE: This project aims to develop and evaluate deep learning models using orbital magnetic reson...

Jul 2026 42522004
Evaluating the Intermediate Suspicion Category in Thyroid Nodules with AI Assistance: A Comparative Analysis of C-TIRADS, ACR-TIRADS, and ATA Guidelines.

OBJECTIVE: To compare diagnostic performance and fine-needle aspiration (FNA) decision-making for th...

Jul 2026 42498197
The transcriptional landscape in thyroid cancer: current status of circulating biomarkers and liquid biopsy approaches.

INTRODUCTION: Thyroid cancer is the most common endocrine malignancy, and despite advances in unders...

Jul 2026 42490163
Dual-View Thyroid Ultrasound Classification via Dual Knowledge Distillation.

OBJECTIVE: Thyroid ultrasound diagnosis in clinical practice typically relies on both transverse and...

Jul 2026 42479531
Comprehensive evaluation of angiogenesis-associated genes in papillary thyroid cancer using bulk RNA and single-cell sequencing data.

OBJECTIVE: The objective of this study is to explore the expression patterns of angiogenesis-related...

Jul 2026 42472943
Current Perspectives on Thyroid Nodule Evaluation: Integrating Cytomorphology, Ultrasound Risk Stratification, and Molecular Testing.

Fine-needle aspiration biopsy (FNAB) remains the cornerstone of preoperative evaluation of thyroid n...

Jul 2026 42468828
RCAF for patient-level thyroid ultrasound malignancy prediction under leakage-free evaluation and calibration.

Accurate differentiation between benign and malignant thyroid nodules on ultrasound remains clinical...

Jul 2026 42463758
Artificial intelligence-based ultrasound diagnosis of Hashimoto's thyroiditis: a systematic review and meta-analysis.

BACKGROUND: Hashimoto's thyroiditis (HT) is the most common autoimmune thyroid disorder, often diagn...

Jul 2026 42443968
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