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Analysis of Trabecular Bone Mechanics Using Machine Learning

“Bone remodeling” is a dynamic process, and mutliphase analysis incorporated with the forecasting algorithm can help the biologists and orthopedics to interpret the laboratory generated results and to apply them in improving applications in the fields of “drug design, treatment, and therapy” of dise...

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Detalles Bibliográficos
Autores principales: Sohail, Ayesha, Younas, Muhammad, Bhatti, Yousaf, Li, Zhiwu, Tunç, Sümeyye, Abid, Muhammad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6434438/
https://www.ncbi.nlm.nih.gov/pubmed/30936677
http://dx.doi.org/10.1177/1176934318825084
Descripción
Sumario:“Bone remodeling” is a dynamic process, and mutliphase analysis incorporated with the forecasting algorithm can help the biologists and orthopedics to interpret the laboratory generated results and to apply them in improving applications in the fields of “drug design, treatment, and therapy” of diseased bones. The metastasized bone microenvironment has always remained a challenging puzzle for the researchers. A multiphase computational model is interfaced with the artificial intelligence algorithm in a hybrid manner during this research. Trabecular surface remodeling is presented in this article, with the aid of video graphic footage, and the associated parametric thresholds are derived from artificial intelligence and clinical data.