Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data

Ejection fraction estimation using deep semantic segmentation neural network on 2D Echocardiography data

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Detalhes bibliográficos
Main Authors: Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Outros Autores: Alam, Md. Golam Rabiul
Formato: Thesis
Idioma:en_US
Publicado em: Brac University 2021
Assuntos:
Ejection fraction
Deep learning
ResUNet
2D Echocardiography
Apical 4-Chamber (A4C)
Left ventricle
CNN
U-Net
Acesso em linha:http://hdl.handle.net/10361/14469

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