Leveraging deep transfer learning and explainable AI for accurate COVID-19 diagnosis: Insights from a multi-national chest CT scan study

Autor: Pham, Nhat Truong, Ko, Jinsol, Shah, Masaud, Rakkiyappan, Rajan, Woo, Hyun Goo, Manavalan, Balachandran

Publikováno v: In Computers in Biology and Medicine February 2025 185

Leveraging deep transfer learning and explainable AI for accurate COVID-19 diagnosis: Insights from a multi-national chest CT scan study.

Autor: Pham NT; Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16419, Gyeonggi-do, Republic of Korea., Ko J; Department of Physiology, Ajou University School of Medicine, Suwon, 16499, Republic of Korea; Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea., Shah M; Department of Physiology, Ajou University School of Medicine, Suwon, 16499, Republic of Korea., Rakkiyappan R; Department of Mathematics, Bharathiar University, Coimbatore, 641046, Tamil Nadu, India., Woo HG; Department of Physiology, Ajou University School of Medicine, Suwon, 16499, Republic of Korea; Department of Biomedical Science, Graduate School, Ajou University, Suwon, Republic of Korea; Ajou Translational Omics Center (ATOC), Ajou University Medical Center, Republic of Korea. Electronic address: hg@ajou.ac.kr., Manavalan B; Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16419, Gyeonggi-do, Republic of Korea. Electronic address: bala2022@skku.edu.

Publikováno v: Computers in biology and medicine [Comput Biol Med] 2024 Dec 03; Vol. 185, pp. 109461. Date of Electronic Publication: 2024 Dec 03.