Prospective validation of ThyroSPEC molecular testing of indeterminate thyroid nodule cytology following diagnostic pathway optimization

P Stewardson, M Eszlinger, J Wu, M Khalil, A Box… - Thyroid, 2023 - liebertpub.com
Background: Molecular testing for cytologically indeterminate thyroid nodules (ITNs) is often
reported with incomplete data on clinical assessment and ultrasound malignancy risk …

Machine learning for risk stratification of thyroid cancer patients: a 15-year cohort study

S Borzooei, G Briganti, M Golparian, JR Lechien… - European Archives of …, 2024 - Springer
Purpose The objective of this study was to train machine learning models for predicting the
likelihood of recurrence in patients diagnosed with well-differentiated thyroid cancer. While …

Prognostic Factors Improving ATA Risk System and Dynamic Risk Stratification in Low-and Intermediate-Risk DTC Patients

F Maino, M Botte, C Dalmiglio, L Valerio… - The Journal of …, 2024 - academic.oup.com
Abstract Context American Thyroid Association (ATA) guidelines do not consider age at
diagnosis as a prognostic factor on the estimation of the risk of persistent/recurrent disease …

[HTML][HTML] How do BRAFV600E and TERT promoter mutations interact with the ATA and TNM staging systems in thyroid cancer?

N Mukhtar, K Alhamoudi, M Alswailem… - Frontiers in …, 2023 - frontiersin.org
Context The American Thyroid Association risk stratification (ATA) and the American Joint
Committee on Cancer Tumor Node Metastases (TNM) predict recurrence and mortality of …

Low Mitotic Activity in Papillary Thyroid Cancer: A Marker for Aggressive Features and Recurrence

YJ Lee-Saxton, CE Egan, BA Bratton… - The Journal of …, 2024 - academic.oup.com
Context The significance of low mitotic activity in papillary thyroid cancer (PTC) is largely
undefined. Objective We aimed to determine the behavioral landscape of PTC with low …

ATA risk stratification in papillary thyroid microcarcinoma has low positive predictive value when identifying recurrence

A Tran, RJ Weigel, AC Beck - The American journal of surgery, 2024 - Elsevier
Background Rising incidence of papillary thyroid microcarcinomas (PTMC) has raised
concerns for overdiagnosis. Utility of the American Thyroid Association Risk Stratification …

[HTML][HTML] Improvement in neck ultrasound report quality following the implementation of European Thyroid Association guidelines for postoperative cervical ultrasound …

J Wu, X Hu, P Seal, P Amin… - European Thyroid …, 2023 - etj.bioscientifica.com
Objective The aim of this study was to prospectively evaluate the quality of postoperative
neck ultrasound (POU) for thyroid cancer patients after implementing European Thyroid …

Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reports

R Loor-Torres, Y Wu, E Cabezas, M Borras… - arXiv preprint arXiv …, 2024 - arxiv.org
Background We aim to use Natural Language Processing (NLP) to automate the extraction
and classification of thyroid cancer risk factors from pathology reports. Methods We analyzed …

Predicting Recurrence in Differentiated Thyroid Cancer: A Machine Learning Approach

K Bharath, AS Sabitha - … on Advances in Data Engineering and …, 2024 - ieeexplore.ieee.org
A predictive model refers to a mathematical or computational model that is designed to make
predictions or forecasts based on input data. These models are used in various fields such …

[PDF][PDF] Jiahui Wu, Xunyang Hu 2, Paula Seal3, 4, Parthiv Amin4, Brendan Diederichs4, 5 and Ralf Paschke 6, 7

J Wu - 2023 - scienceopen.com
Objective: The aim of this study was to prospectively evaluate the quality of postoperative
neck ultrasound (POU) for thyroid cancer patients after implementing European Thyroid …