An artificial-vision- and statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems

An artificial-vision- and statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems

This work proposes a method based on image analysis and machine and statistical learning to model and estimate osteocyte growth (in type I collagen scaffolds for bone regeneration systems) and the collagen degradation degree due to cellular growth. To achieve these aims, the mass of collagen -subjec...

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Bibliographic Details
Main Authors: Yaroslava Robles-Bykbaev, Salvador Naya, Silvia Díaz-Prado, Daniel Calle-López, Vladimir Robles-Bykbaev, Luis Garzón, Clara Sanjurjo-Rodríguez, Javier Tarrío-Saavedra
Format: Article
Language:English
Published: PeerJ Inc. 2019-07-01
Series:PeerJ
Subjects:
Biomaterials
Colagen type I
Stem cells
Statistical learning
Osteocytes
Image segmentation
Online Access:https://peerj.com/articles/7233.pdf

Internet

https://peerj.com/articles/7233.pdf

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