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Convolutional neural network-based automated segmentation and labeling of the lumbar spine X-ray

PURPOSE: This study investigated the segmentation metrics of different segmentation networks trained on 730 manually annotated lateral lumbar spine X-rays to test the generalization ability and robustness which are the basis of clinical decision support algorithms. METHODS: Instance segmentation net...

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Detalhes bibliográficos
Publicado no:J Craniovertebr Junction Spine
Main Authors: Kónya, Sándor, Natarajan, TR Sai, Allouch, Hassan, Nahleh, Kais Abu, Dogheim, Omneya Yakout, Boehm, Heinrich
Formato: Artigo
Idioma:Inglês
Publicado em: Wolters Kluwer - Medknow 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8214241/
https://ncbi.nlm.nih.gov/pubmed/34194159
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.4103/jcvjs.jcvjs_186_20
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