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.

Bibliografiska uppgifter
Huvudupphovsmän: Khan, Abde Musavvir, Shejuty, Myesha Farid, Talukder, MD. Nafis Shariar, Zubayear, Syed Ibna
Övriga upphovsmän: Alam, Md. Golam Rabiul
Materialtyp: Lärdomsprov
Språk:en_US
Publicerad: Brac University 2021
Ämnen:
Ejection fraction
Deep learning
ResUNet
2D Echocardiography
Apical 4-Chamber (A4C)
Left ventricle
CNN
U-Net
Länkar:http://hdl.handle.net/10361/14469

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