Detection of Cardiac Structural Abnormalities in Fetal Ultrasound Videos Using Deep Learning

Detection of Cardiac Structural Abnormalities in Fetal Ultrasound Videos Using Deep Learning

Artificial Intelligence (AI) technologies have recently been applied to medical imaging for diagnostic support. With respect to fetal ultrasound screening of congenital heart disease (CHD), it is still challenging to achieve consistently accurate diagnoses owing to its manual operation and the techn...

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Bibliographic Details
Main Authors: Masaaki Komatsu, Akira Sakai, Reina Komatsu, Ryu Matsuoka, Suguru Yasutomi, Kanto Shozu, Ai Dozen, Hidenori Machino, Hirokazu Hidaka, Tatsuya Arakaki, Ken Asada, Syuzo Kaneko, Akihiko Sekizawa, Ryuji Hamamoto
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Applied Sciences
Subjects:
fetal ultrasound video
deep learning
cardiac substructure detection
barcode-like timeline
cardiac structural abnormality
Online Access:https://www.mdpi.com/2076-3417/11/1/371

Internet

https://www.mdpi.com/2076-3417/11/1/371

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