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Comparison between Deep Learning and Conventional Machine Learning in Classifying Iliofemoral Deep Venous Thrombosis upon CT Venography

In this study, we aimed to investigate quantitative differences in performance in terms of comparing the automated classification of deep vein thrombosis (DVT) using two categories of artificial intelligence algorithms: deep learning based on convolutional neural networks (CNNs) and conventional mac...

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Detalles Bibliográficos
Autores principales: Hwang, Jung Han, Seo, Jae Won, Kim, Jeong Ho, Park, Suyoung, Kim, Young Jae, Kim, Kwang Gi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8871174/
https://www.ncbi.nlm.nih.gov/pubmed/35204365
http://dx.doi.org/10.3390/diagnostics12020274