AI-Assisted Detection and Localization of Spinal Metastatic Lesions

AI-Assisted Detection and Localization of Spinal Metastatic Lesions

Objectives: The integration of machine learning and radiomics in medical imaging has significantly advanced diagnostic and prognostic capabilities in healthcare. This study focuses on developing and validating an artificial intelligence (AI) model using U-Net architectures for the accurate detection...

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Bibliographic Details
Main Authors: Edgars Edelmers, Artūrs Ņikuļins, Klinta Luīze Sprūdža, Patrīcija Stapulone, Niks Saimons Pūce, Elizabete Skrebele, Everita Elīna Siņicina, Viktorija Cīrule, Ance Kazuša, Katrina Boločko
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Diagnostics
Subjects:
artificial intelligence
spinal metastases
vertebrae segmentation
computer tomography
medical imaging
instance segmentation
Online Access:https://www.mdpi.com/2075-4418/14/21/2458
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