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.

Manylion Llyfryddiaeth
Prif Awduron: Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Awduron Eraill: Alam, Md. Golam Rabiul
Fformat: Traethawd Ymchwil
Iaith:en_US
Cyhoeddwyd: Brac University 2021
Pynciau:
Ejection fraction
Deep learning
ResUNet
2D Echocardiography
Apical 4-Chamber (A4C)
Left ventricle
CNN
U-Net
Mynediad Ar-lein:http://hdl.handle.net/10361/14469

Rhyngrwyd

http://hdl.handle.net/10361/14469

Eitemau Tebyg