Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performance

Development of deep learning segmentation models for coronary X-ray angiography: Quality assessment by a new global segmentation score and comparison with human performance

Introduction and objectives: Although automatic artificial intelligence (AI) coronary angiography (CAG) segmentation is arguably the first step toward future clinical application, it is underexplored. We aimed to (1) develop AI models for CAG segmentation and (2) assess the results using similarity...

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Bibliographic Details
Main Authors: Miguel Nobre Menezes, João Lourenço-Silva, Beatriz Silva, Oliveira Rodrigues, Ana Rita G. Francisco, Pedro Carrilho Ferreira, Arlindo L. Oliveira, Fausto J. Pinto
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Revista Portuguesa de Cardiologia
Subjects:
Aprendizagem profunda
Inteligência artifical
Aprendizagem de máquinas
Coronariografia
Doença coronária
Intervenção coronária percutânea
Online Access:http://www.sciencedirect.com/science/article/pii/S0870255122001354

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http://www.sciencedirect.com/science/article/pii/S0870255122001354

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