Image Segmentation of the Ventricular Septum in Fetal Cardiac Ultrasound Videos Based on Deep Learning Using Time-Series Information

Image segmentation is the pixel-by-pixel detection of objects, which is the most challenging but informative in the fundamental tasks of machine learning including image classification and object detection. Pixel-by-pixel segmentation is required to apply machine learning to support fetal cardiac ul...

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Detalhes bibliográficos
Publicado no:Biomolecules
Main Authors: Dozen, Ai, Komatsu, Masaaki, Sakai, Akira, Komatsu, Reina, Shozu, Kanto, Machino, Hidenori, Yasutomi, Suguru, Arakaki, Tatsuya, Asada, Ken, Kaneko, Syuzo, Matsuoka, Ryu, Aoki, Daisuke, Sekizawa, Akihiko, Hamamoto, Ryuji
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
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Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7695246/
https://ncbi.nlm.nih.gov/pubmed/33171658
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/biom10111526
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