Machine Learning-Based Texture Analysis in the Characterization of Cortisol Secreting vs. Non-Secreting Adrenocortical Incidentalomas in CT Scan

Machine Learning-Based Texture Analysis in the Characterization of Cortisol Secreting vs. Non-Secreting Adrenocortical Incidentalomas in CT Scan

New radioimaging techniques, exploiting the quantitative variables of imaging, permit to identify an hypothetical pathological tissue. We have applied this potential in a series of 72 adrenal incidentalomas (AIs) followed at our center, subdivided in functioning and non-functioning using laboratory...

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Bibliographic Details
Main Authors: Roberta Maggio, Filippo Messina, Benedetta D’Arrigo, Giacomo Maccagno, Pina Lardo, Claudia Palmisano, Maurizio Poggi, Salvatore Monti, Iolanda Matarazzo, Andrea Laghi, Giuseppe Pugliese, Antonio Stigliano
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-06-01
Series:Frontiers in Endocrinology
Subjects:
adrenal incidentalomas
differential diagnosis of adrenal mass
subclinical hypercortisolism
cortisol secreting adrenal mass
non-secreting adrenal mass
radiomics
Online Access:https://www.frontiersin.org/articles/10.3389/fendo.2022.873189/full

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