Đăng nhập
 
Tìm kiếm nâng cao
 
Tên bài báo
Tác giả
Năm xuất bản
Tóm tắt
Lĩnh vực
Phân loại
Số tạp chí
 

Bản tin định kỳ
Báo cáo thường niên
Tạp chí khoa học ĐHCT
Tạp chí tiếng anh ĐHCT
Tạp chí trong nước
Tạp chí quốc tế
Kỷ yếu HN trong nước
Kỷ yếu HN quốc tế
Book chapter
Book chapter 2022
Số tạp chí Hamido Fujita Philippe Fournier-Viger Moonis Ali Yinglin Wang (Eds.)(2022) Trang: 173-183
Tạp chí: Lecture Notes in Computer Science

Cardiovascular disease is one of the most dangerous and common diseases in Vietnam and the World today. More worrying is that this disease commonly happened in young people in recent years. Especially in the context of the complicated developments of the COVID-19 pandemic, people with cardiovascular disease are at high risk of being infected by the Corona virus. Therefore, the identification and early diagnosis of cardiovascular disease are important and necessary research to help the patients. In this work, we propose using a transfer learning approach to detect and identify two common types of cardiovascular diseases, which are cardiomegaly disease and aortic aneurysm disease, through X-ray chest images. Specifically, this study used the transfer learning method with the pre-trained VGG16 deep learning model, combined with data pre-processing to identify cardiovascular diseases. Experiments are performed on a dataset that has been labeled by experts in the field of cardiology using three scenarios. Experimental results from three scenarios show that this approach is satisfactory with the accuracy of 0.95, 0.96, and 0.70, respectively.

Các bài báo khác
Số tạp chí Ngoc Thanh Nguyen, Tien Khoa Tran, Ualsher Tukayev, Tzung-Pei Hong, Bogdan Trawi´nski, Edward Szczerbicki(2022) Trang: 302-312
Tạp chí: Intelligent Information and Database Systems
Số tạp chí 124(2022) Trang: 85-96
Tạp chí: Lecture Notes on Data Engineering and Communications Technologies
Số tạp chí 1688(2022) Trang: 462-476
Tạp chí: Communications in Computer and Information Science
Số tạp chí In Tran Khanh Dang · Josef Küng · Tai M. Chung (Eds.)(2022) Trang: 588-600
Tạp chí: Communications in Computer and Information Science
Số tạp chí Health Information Science 11th International Conference, HIS 2022 Virtual Event, October 28–30, 2022 Proceedings(2022) Trang: 157–164
Tạp chí: Lecture Notes in Computer Science
Số tạp chí Tran Khanh Dang, Josef Küng, Tai M. Chung(2022) Trang: 714-722
Tạp chí: Communications in Computer and Information Science
Số tạp chí Tran Khanh Dang, Josef Küng, Tai M. Chung(2022) Trang: 377-392
Tạp chí: Communications in Computer and Information Science
Số tạp chí In Abrar Ullah · Sajid Anwar · Álvaro Rocha · Steve Gill(2022) Trang: 449–460
Tạp chí: Lecture Notes in Networks and Systems
Số tạp chí In Hamido Fujita · Philippe Fournier-Viger · Moonis Ali · Yinglin Wang(2022) Trang: 737-746
Tạp chí: Lecture Notes in Computer Science
Số tạp chí Tran Khanh Dang·Josef Küng·Tai M. Chung(2022) Trang: 131-144
Tạp chí: Communications in Computer and Information Science
Số tạp chí Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen(2022) Trang: 669–678
Tạp chí: Lecture Notes in Networks and Systems
Số tạp chí Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen(2022) Trang: 279–286
Tạp chí: Lecture Notes in Networks and Systems
Số tạp chí Ngoc Le Anh, Seok-Joo Koh, Thi Dieu Linh Nguyen, Jaime Lloret, Thanh Tung Nguyen(2022) Trang: 402–409
Tạp chí: Lecture Notes in Networks and Systems
Số tạp chí Hamido Fujita, Philippe Fournier-Viger, Moonis Ali, Yinglin Wang(2022) Trang: 785–796
Tạp chí: Lecture Notes in Computer Science
Số tạp chí Costin Bădică, Jan Treur, Djamal Benslimane, Bogumiła Hnatkowska, Marek Krótkiewicz(2022) Trang: 317–329
Tạp chí: Communications in Computer and Information Science
Số tạp chí Nguyen Hoang Phuong, Vladik Kreinovich(2022) Trang: 179–190
Tạp chí: Studies in Computational Intelligence
Số tạp chí Nguyen Hoang Phuong, Vladik Kreinovich(2022) Trang: 213–223
Tạp chí: Studies in Computational Intelligence
Số tạp chí Nguyen Hoang Phuong, Vladik Kreinovich(2022) Trang: 239–250
Tạp chí: Studies in Computational Intelligence
Số tạp chí Nguyen Hoang Phuong, Vladik Kreinovich(2022) Trang: 225–238
Tạp chí: Studies in Computational Intelligence
Số tạp chí Rosdiazli Ibrahim, K. Porkumaran, Ramani Kannan, Nursyarizal Mohd Nor, S. Prabakar(2022) Trang: 1073–1084
Tạp chí: Lecture Notes in Electrical Engineering
Số tạp chí Ngoc Hoang Thanh Dang, Yu-Dong Zhang, João Manuel R. S. Tavares, Bo-Hao Chen(2022) Trang: 659-670
Tạp chí: Artificial Intelligence in Data and Big Data Processing
Số tạp chí Hamido Fujita, Yutaka Watanobe, Takuya Azumi(2022) Trang: 499-506
Tạp chí: Frontiers in Artificial Intelligence and Applications
Số tạp chí Tran Khanh Dang, Josef Küng, and Tai M. Chung(2022) Trang: 706-713
Tạp chí: Future Data and Security Engineering Big Data, Security and Privacy, Smart City and Industry 4.0 Applications
Số tạp chí Tran Khanh Dang, Josef Küng, and Tai M. Chung(2022) Trang: 419-431
Tạp chí: Future Data and Security Engineering Big Data, Security and Privacy, Smart City and Industry 4.0 Applications


Vietnamese | English






 
 
Vui lòng chờ...