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

Yaroslava Robles-Bykbaev, Salvador Naya, Silvia Díaz-Prado, Daniel Calle-López, Vladimir Robles-Bykbaev, Luis Garzón, Clara Sanjurjo-Rodríguez, Javier Tarrío-Saavedra

Research output: Contribution to journalArticle

Original languageEnglish
Article numbere7233
Pages (from-to)e7233
JournalPeerJ
Volume2019
Issue number7
DOIs
StatePublished - 5 Jul 2019

Fingerprint

Bone Regeneration
Scaffolds (biology)
Collagen Type I
Biodegradation
biodegradation
Collagen
Scaffolds
Computer vision
collagen
Bone
learning
bones
Learning
Degradation
Osteocytes
degradation
Growth
Optical microscopy
Logistics
Microscopy

Keywords

  • Biomaterials
  • Colagen type I
  • Image segmentation
  • Osteocytes
  • Random forest
  • Statistical learning
  • Stem cells

Cite this

Robles-Bykbaev, Yaroslava ; Naya, Salvador ; Díaz-Prado, Silvia ; Calle-López, Daniel ; Robles-Bykbaev, Vladimir ; Garzón, Luis ; Sanjurjo-Rodríguez, Clara ; Tarrío-Saavedra, Javier. / An artificial-vision- And statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems. In: PeerJ. 2019 ; Vol. 2019, No. 7. pp. e7233.
@article{b6e0fbb881204de39c399b6d338e53e6,
title = "An artificial-vision- And statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems",
keywords = "Biomaterials, Colagen type I, Image segmentation, Osteocytes, Random forest, Statistical learning, Stem cells",
author = "Yaroslava Robles-Bykbaev and Salvador Naya and Silvia D{\'i}az-Prado and Daniel Calle-L{\'o}pez and Vladimir Robles-Bykbaev and Luis Garz{\'o}n and Clara Sanjurjo-Rodr{\'i}guez and Javier Tarr{\'i}o-Saavedra",
year = "2019",
month = "7",
day = "5",
doi = "10.7717/peerj.7233",
language = "English",
volume = "2019",
pages = "e7233",
journal = "PeerJ",
issn = "2167-8359",
publisher = "PeerJ",
number = "7",

}

Robles-Bykbaev, Y, Naya, S, Díaz-Prado, S, Calle-López, D, Robles-Bykbaev, V, Garzón, L, Sanjurjo-Rodríguez, C & Tarrío-Saavedra, J 2019, 'An artificial-vision- And statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems', PeerJ, vol. 2019, no. 7, e7233, pp. e7233. https://doi.org/10.7717/peerj.7233

An artificial-vision- And statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems. / Robles-Bykbaev, Yaroslava; Naya, Salvador; Díaz-Prado, Silvia; Calle-López, Daniel; Robles-Bykbaev, Vladimir; Garzón, Luis; Sanjurjo-Rodríguez, Clara; Tarrío-Saavedra, Javier.

In: PeerJ, Vol. 2019, No. 7, e7233, 05.07.2019, p. e7233.

Research output: Contribution to journalArticle

TY - JOUR

T1 - An artificial-vision- And statistical-learning-based method for studying the biodegradation of type I collagen scaffolds in bone regeneration systems

AU - Robles-Bykbaev, Yaroslava

AU - Naya, Salvador

AU - Díaz-Prado, Silvia

AU - Calle-López, Daniel

AU - Robles-Bykbaev, Vladimir

AU - Garzón, Luis

AU - Sanjurjo-Rodríguez, Clara

AU - Tarrío-Saavedra, Javier

PY - 2019/7/5

Y1 - 2019/7/5

KW - Biomaterials

KW - Colagen type I

KW - Image segmentation

KW - Osteocytes

KW - Random forest

KW - Statistical learning

KW - Stem cells

UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85074153281&origin=inward

UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85074153281&origin=inward

UR - http://www.mendeley.com/research/artificialvision-statisticallearningbased-method-studying-biodegradation-type-i-collagen-scaffolds-b

U2 - 10.7717/peerj.7233

DO - 10.7717/peerj.7233

M3 - Article

C2 - 31316873

VL - 2019

SP - e7233

JO - PeerJ

JF - PeerJ

SN - 2167-8359

IS - 7

M1 - e7233

ER -