Prediction of osteoporosis using MRI and CT scans with unimodal and multimodal deep-learning models

Prediction of osteoporosis using MRI and CT scans with unimodal and multimodal deep-learning models

PURPOSE: Osteoporosis is the systematic degeneration of the human skeleton, with consequences ranging from a reduced quality of life to mortality. Therefore, the prediction of osteoporosis reduces risks and supports patients in taking precautions. Deep-learning and specific models achieve highly acc...

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Bibliographic Details
Main Authors: Yasemin Küçükçiloğlu, Boran Şekeroğlu, Terin Adalı, Niyazi Şentürk
Format: Article
Language:English
Published: Galenos Publishing House 2024-01-01
Series:Diagnostic and Interventional Radiology
Subjects:
osteoporosis
dual-energy x-ray absorptiometry
lumbar vertebrae
deep learning
multimodal cnn
Online Access: http://www.dirjournal.org/archives/archive-detail/article-preview/prediction-of-osteoporosis-using-mr-and-ct-scans-w/60592

Internet

http://www.dirjournal.org/archives/archive-detail/article-preview/prediction-of-osteoporosis-using-mr-and-ct-scans-w/60592

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