Magnetic resonance imaging -based radiomics of the pituitary gland is highly predictive of precocious puberty in girls: a pilot study

Magnetic resonance imaging -based radiomics of the pituitary gland is highly predictive of precocious puberty in girls: a pilot study

BackgroundThe aim of the study was to explore a radiomic model that could assist physicians in the diagnosis of central precocious puberty (CPP). A predictive model based on radiomic features (RFs), extracted form magnetic resonance imaging (MRI) of the pituitary gland, was thus developed to disting...

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Bibliographic Details
Main Authors: Michele Maddalo, Maddalena Petraroli, Francesca Ormitti, Alice Fulgoni, Margherita Gnocchi, Marco Masetti, Eugenia Borgia, Benedetta Piccolo, Emanuela C. Turco, Viviana D. Patianna, Nicola Sverzellati, Susanna Esposito, Caterina Ghetti, Maria E. Street
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-02-01
Series:Frontiers in Endocrinology
Subjects:
central precocious puberty
pituitary gland
radiomics
machine learning
magnetic resonance imaging
precocious puberty, puberty
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2025.1496554/full
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https://www.frontiersin.org/articles/10.3389/fendo.2025.1496554/full

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