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References from Ultrasound radiomics for preoperative evaluation of Ki-67 proliferation index in papillary thyroid carcinoma. Local targets link to admitted publications; unresolved targets remain external evidence.
High aggressiveness of papillary thyroid cancer: from clinical evidence to regulatory cellular networks
10.1038/s41420-024-02157-2 · 2024 · External reference
2020 Chinese guidelines for ultrasound Malignancy risk stratification of thyroid nodules: the C-TIRADS
10.1007/s12020-020-02441-y · 2020 · External reference
TERT promoter mutations and their association with BRAF V600E mutation and aggressive clinicopathological characteristics of thyroid cancer
10.1210/jc.2013-4048 · 2014 · External reference
TERT promoter mutation and its association with clinicopathological features and prognosis of papillary thyroid cancer: a meta-analysis
10.1038/srep36990 · 2016 · External reference
Meta-analyses of association between BRAF(V600E) mutation and clinicopathological features of papillary thyroid carcinoma
10.1159/000443032 · 2016 · External reference
The coexistence of genetic mutations in thyroid carcinoma predicts histopathological factors associated with a poor prognosis: a systematic review and network meta-analysis
10.3389/fonc.2020.540238 · 2020 · External reference
The correlation between biological markers and prognosis in thyroid cancer
10.3390/biomedicines12122826 · 2024 · External reference
Decoding the functional impact of the cancer genome through protein-protein interactions
10.1038/s41568-024-00784-6 · 2025 · External reference
Analysis of the association of BRAFV600E mutation and Ki-67 overexpression with clinical and pathological characteristics in papillary thyroid cancer
10.1007/s00411-021-00904-y · 2021 · External reference
In situ detection of hTERT mRNA relates to Ki-67 labeling index in papillary thyroid carcinoma
10.1006/jsre.2001.6124 · 2001 · External reference
Ki-67 labeling index is a predictor of postoperative persistent disease and cancer growth and a prognostic indicator in papillary thyroid carcinoma
10.1159/000347148 · 2013 · External reference
Prognostic significance of ki-67 labeling index in papillary thyroid carcinoma
10.1007/s00268-010-0746-3 · 2010 · External reference
Clinical and paraclinical considerations regarding Ki-67's role in the management of differentiated thyroid carcinoma-a literature review
10.3390/medicina60050769 · 2024 · External reference
Suspicious ultrasound characteristics predict BRAF V600E-positive papillary thyroid carcinoma
10.1089/thy.2011.0274 · 2012 · External reference
Ultrasonographic prediction of highly aggressive telomerase reverse transcriptase (TERT) promoter-mutated papillary thyroid cancer
10.1007/s12020-017-1340-3 · 2017 · External reference
Precision sampling fuels precision oncology: an evolutionary perspective
10.1016/j.trecan.2021.08.006 · 2021 · External reference
Microendoscopy for periodic intravital end-to-end tumor imaging of cancer cells
10.1016/j.crmeth.2025.101056 · 2025 · External reference
Liquid biopsies come of age: towards implementation of circulating tumour DNA
10.1038/nrc.2017.7 · 2017 · External reference
2015 American Thyroid Association management guidelines for adult patients with thyroid nodules and differentiated thyroid cancer: The American Thyroid Association Guidelines Task Force on Thyroid Nodules and Differentiated Thyroid Cancer
10.1089/thy.2015.0020 · 2016 · External reference
Radiomics: Images are more than pictures, they are data
10.1148/radiol.2015151169 · 2016 · External reference
Radiomic model for determining the value of elasticity and grayscale ultrasound diagnoses for predicting BRAFV600E mutations in papillary thyroid carcinoma
10.3389/fendo.2022.872153 · 2022 · External reference
Accuracy of radiomics in the identification of extrathyroidal extension and BRAFV600E mutations in papillary thyroid carcinoma: a systematic review and meta-analysis
10.1016/j.acra.2024.11.014 · 2025 · External reference
A radiopathomics model for predicting large-number cervical lymph node metastasis in clinical N0 papillary thyroid carcinoma
10.1007/s00330-025-11377-8 · 2025 · External reference
Ultrasound-based nomogram to predict the recurrence in papillary thyroid carcinoma using machine learning
10.1186/s12885-024-12546-6 · 2024 · External reference
Multiparametric MRI-based habitat analysis integrating deep learning and radiomics for predicting preoperative Ki-67 expression level in breast cancer
10.1186/s12880-026-02151-3 · 2026 · External reference
Radiomic model based on multisequence MRI to preoperative predict Ki-67 expression in hepatocellular carcinoma
10.1016/j.acra.2025.11.010 · 2026 · External reference
CT-based radiomics nomogram for preoperative prediction of Ki-67 in lung neuroendocrine neoplasms: a multicenter study
10.1186/s12880-025-02132-y · 2026 · External reference
Application and recent advances in conventional biomarkers for the prognosis of papillary thyroid carcinoma
10.3389/fonc.2025.1598934 · 2025 · External reference
Low Ki-67 labeling index is a clinically useful predictive factor for recurrence-free survival in patients with papillary thyroid carcinoma
10.4132/jptm.2024.11.08 · 2025 · External reference
High Ki-67 labeling index correlates with aggressive clinicopathological features in papillary thyroid carcinoma: a retrospective study
10.1186/s13044-025-00265-4 · 2025 · External reference
Evaluation of epithelial-to-mesenchymal transition and Ki-67 index in aggressive papillary thyroid cancer
10.1016/j.bjorl.2024.101510 · 2025 · External reference
Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
10.1038/ncomms5006 · 2014 · External reference
Imaging biomarker roadmap for cancer studies
10.1038/nrclinonc.2016.162 · 2017 · External reference
Radiomics: the bridge between medical imaging and personalized medicine
10.1038/nrclinonc.2017.141 · 2017 · External reference
A comparative analysis of two machine learning-based diagnostic patterns with thyroid imaging reporting and data system for thyroid nodules: diagnostic performance and unnecessary biopsy rate
10.1089/thy.2020.0305 · 2021 · External reference
Machine learning for diagnosis of Malignant thyroid nodules based on thyroid ultrasound: systematic review and meta-analysis of studies with external datasets
10.1016/j.ejro.2025.100716 · 2026 · External reference
Radiotranscriptomics in papillary thyroid carcinoma complement current noninvasive risk stratification system
10.1126/sciadv.adv6697 · 2025 · External reference
Prognostic analysis of 131I efficacy after papillary thyroid carcinoma surgery based on CT radiomics
10.1210/clinem/dgae364 · 2024 · External reference
Prediction of BRAF and TERT status in PTCs by machine learning-based ultrasound radiomics methods: a multicenter study
10.1016/j.jcte.2025.100390 · 2025 · External reference
Preoperative prediction of Ki-67 expression in medullary thyroid carcinoma based on ultrasonographic features: a 10-year retrospective study
10.1016/j.ejrad.2025.112134 · 2025 · External reference
Molecular pathogenesis and mechanisms of thyroid cancer
10.1038/nrc3431 · 2013 · External reference
Artificial intelligence and multi-omics convergence in breast cancer: revolutionizing diagnosis, prognostication, and precision oncology
10.1016/j.critrevonc.2026.105160 · 2026 · External reference
