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...

Celý popis

Podrobná bibliografie
Hlavní autoři: Yasemin Küçükçiloğlu, Boran Şekeroğlu, Terin Adalı, Niyazi Şentürk
Médium: Článek
Jazyk:English
Vydáno: Galenos Publishing House 2024-01-01
Edice:Diagnostic and Interventional Radiology
Témata:
osteoporosis
dual-energy x-ray absorptiometry
lumbar vertebrae
deep learning
multimodal cnn
On-line přístup: 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

Podobné jednotky