Deep learning-based real time detection for cardiac objects with fetal ultrasound video

Deep learning-based real time detection for cardiac objects with fetal ultrasound video

Fetal cardiac anatomical structure interpretation by ultrasound (US) is a key part of prenatal assessment. Unfortunately, the numerous speckles in US video, the small size of fetal cardiac structures, and unfixed fetal positions make manual detection processes difficult. To alleviate such problems,...

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Bibliographic Details
Main Authors: Ade Iriani Sapitri, Siti Nurmaini, Muhammad Naufal Rachmatullah, Bambang Tutuko, Annisa Darmawahyuni, Firdaus Firdaus, Dian Palupi Rini, Anggun Islami
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Computer vision
YOLOv7
Object detection
Fetal echocardiography
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914822002878

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http://www.sciencedirect.com/science/article/pii/S2352914822002878

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