An efficient deep learning approach to predict heart failure from image data using ejection fraction

An efficient deep learning approach to predict heart failure from image data using ejection fraction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

Бібліографічні деталі
Автори: Tanvir, Nazmul Karim, Yeasin, MD. Nadim, MD. Mahmuduzzaman, Sarker, Ara, Jannat
Інші автори: Alam, Md. Ashraful
Формат: Дисертація
Мова:English
Опубліковано: Brac University 2023
Предмети:
Cardiovascular Disease (CVDs)
Ejection fraction (EF)
CNN
Heart failure (HF)
Vgg-19
Vgg-16
Inception-V3
Cardiac MRI data
Health informatics
Optical data processing
Онлайн доступ:http://hdl.handle.net/10361/21837
Опис
Резюме:This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2022.

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