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.

Bibliographische Detailangaben
Hauptverfasser: Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Weitere Verfasser: Alam, Md. Golam Rabiul
Format: Abschlussarbeit
Sprache:en_US
Veröffentlicht: Brac University 2021
Schlagworte:
Ejection fraction
Deep learning
ResUNet
2D Echocardiography
Apical 4-Chamber (A4C)
Left ventricle
CNN
U-Net
Online Zugang:http://hdl.handle.net/10361/14469

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