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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 26887447
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.
Adolescent Adult Aged Aged, 80 and over Algorithms Data Interpretation, Statistical Female Humans Image Enhancement Image Interpretation, Computer-Assisted Machine Learning Male Middle Aged Observer Variation Reproducibility of Results Sensitivity and Specificity Thyroiditis, Autoimmune Ultrasonography Young Adult
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Predicting autoimmune thyroiditis in primary Sjogren's syndrome patients using a random forest classifier: a retrospective study.

Arthritis research & therapy 39748261
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...
Adult Aged Algorithms Autoantibodies Female Humans Machine Learning Male Middle Aged Random Forest Retrospective Studies Sjogren's Syndrome Thyroiditis, Autoimmune
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