AIMC Topic: Thyroiditis, Autoimmune

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Predicting autoimmune thyroiditis in primary Sjogren's syndrome patients using a random forest classifier: a retrospective study.

Arthritis research & therapy Jan 2, 2025
BACKGROUND: Primary Sjogren's syndrome (pSS) and autoimmune thyroiditis (AIT) share overlapping genetic and immunological profiles. This retrospective study evaluates the efficacy of machine learning algorithms, with a focus on the Random Forest Clas...
Humans Machine Learning Algorithms Retrospective Studies Female Aged Adult Male Middle Aged Autoantibodies Random Forest Sjogren's Syndrome Thyroiditis, Autoimmune
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Evaluation of Underlying Lymphocytic Thyroiditis With Histogram Analysis Using Grayscale Ultrasound Images.

Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine Feb 17, 2016
OBJECTIVES: The purpose of this study was to evaluate diagnostic performance of histogram analysis using grayscale ultrasound (US) images in the diagnosis of lymphocytic thyroiditis.
Humans Machine Learning Algorithms Female Reproducibility of Results Aged Aged, 80 and over Young Adult Adult Sensitivity and Specificity Male Middle Aged Adolescent Ultrasonography Data Interpretation, Statistical Image Interpretation, Computer-Assisted Observer Variation Image Enhancement Thyroiditis, Autoimmune
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