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Parathyroid Diseases

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Development and Validation of an Explainable Machine Learning Model for Identification of Hyper-Functioning Parathyroid Glands from High-Frequency Ultrasonographic Images.

Ultrasound in medicine & biology 39054242
OBJECTIVE: To develop and validate a machine learning (ML) model based on high-frequency ultrasound (HFUS) images with the aim to identify the functional status of parathyroid glands (PTGs) in secondary hyper-parathyroidism (SHPT) patients.
Adult Computer Simulation Female Humans Machine Learning Male Middle Aged Models, Statistical Parathyroid Diseases Parathyroid Glands Predictive Value of Tests Random Forest Tomography, Emission-Computed, Single-Photon Ultrasonography
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