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Highly Accurate and Fully Automated Bone Mineral Density Prediction from Spine Radiographs Using Artificial Intelligence

<b>Background</b>: Bone Mineral Density (BMD) plays a crucial role in diagnosing osteoporosis, and early detection is essential to preventing complications such as osteoporotic fractures. However, access to dual-energy X-ray absorptiometry (DXA) screening remains limited in many healthcare settings....

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Principais autores: Prin Twinprai, Nattaphon Twinprai, Aditap Khongjun, Daris Theerakulpisut, Dueanchonnee Sribenjalak, Ong-art Phruetthiphat, Puripong Suthisopapan, Chatlert Pongchaiyakul
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-02-01
Serier:AI
Fag:
osteoporosis screening
bone mineral density
deep learning
radiomics
opportunistic detection
Online adgang:https://www.mdpi.com/2673-2688/7/2/79
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