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.

Bibliographic Details
Main Authors: Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Other Authors: Alam, Md. Golam Rabiul
Format: Thesis
Language:en_US
Published: Brac University 2021
Subjects:
Ejection fraction
Deep learning
ResUNet
2D Echocardiography
Apical 4-Chamber (A4C)
Left ventricle
CNN
U-Net
Online Access:http://hdl.handle.net/10361/14469

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