Open Access

ARTICLE

Heart-Net: A Multi-Modal Deep Learning Approach for Diagnosing Cardiovascular Diseases

Deema Mohammed Alsekait¹, Ahmed Younes Shdefat², Ayman Nabil³, Asif Nawaz^4,*, Muhammad Rizwan Rashid Rana⁴, Zohair Ahmed⁵, Hanaa Fathi⁶, Diaa Salama AbdElminaam^6,7,8

1 Department of Computer Science and Information Technology, Applied College, Princess Nourah bint Abdulrahman University, Riyadh, 84428, Saudi Arabia
2 College of Engineering and Technology, American University of the Middle East, Egaila, 15453, Kuwait
3 Faculty of Computers Science, Misr International University, Cairo, 11800, Egypt
4 University Institute of Information Technology—PMAS Arid Agriculture University, Rawalpjndi, 46000, Pakistan
5 Department of Computer Science, International Islamic University, Islamabad, 04436, Pakistan
6 Jadara Research Center, Jadara University, Irbid, 21110, Jordan
7 Information System Department, Faculty of Computers and Artificial Intelligence, Benha University, Banha, 13511, Egypt
8 MEU Research Unit, Middle East University, Amman, 11831, Jordan

* Corresponding Author: Asif Nawaz. Email: