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Transfer learning based osteoporosis prediction using enhanced medical imaging and fuzzy fusion

Abstract Osteoporosis is a chronic condition affecting the bones, resulting in decreased bone density. It poses significant health risks, particularly for the elderly. Conventional diagnostic methods frequently lack precision and are time-consuming. This article presents FuzzyBoneNet, an innovative...

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Hoofdauteurs: Narinder Kaur, Shakir Khan, Ibtehal Alazman, Mona Bin-Asfour, Md Nasre Alam, Vivekanandam Balasubramaniam, Pawan Whig
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Portfolio 2025-11-01
Reeks:Scientific Reports
Onderwerpen:
AlexNet
Bone mineral density
Bilateral
Top hat bottom hat
Convolutional layers
Classification
Online toegang:https://doi.org/10.1038/s41598-025-25946-w
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