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

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

导出 LinkOut

翻译打印收藏纠错

第一作者： Nhat Truong,Pham

第一单位： Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16419, Gyeonggi-do, Republic of Korea.

作者： Nhat Truong,Pham ^[1] ; Jinsol,Ko ^[2] ; Masaud,Shah ^[3] ; Rajan,Rakkiyappan ^[4] ; Hyun Goo,Woo ^[5] ; Balachandran,Manavalan ^[6]

作者单位： Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16419, Gyeonggi-do, Republic of Korea. ^[1] 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. ^[2] Department of Physiology, Ajou University School of Medicine, Suwon, 16499, Republic of Korea. ^[3] Department of Mathematics, Bharathiar University, Coimbatore, 641046, Tamil Nadu, India. ^[4] 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. ^[5] Department of Integrative Biotechnology, College of Biotechnology and Bioengineering, Sungkyunkwan University, Suwon, 16419, Gyeonggi-do, Republic of Korea. Electronic address: bala2022@skku.edu. ^[6]

关键词 COVID-19 detection Chest computed tomography scan Convolutional neural networks Deep transfer learning Explainable artificial intelligence Hyperparameter optimization

医学主题词人类(Humans);体层摄影术, X线计算机(Tomography, X-Ray Computed);疾病大流行(Pandemics);冠状病毒感染(Coronavirus Infections);肺炎, 病毒性(Pneumonia, Viral);结果可重复性(Reproducibility of Results);放射摄影影像解释, 计算机辅助(Radiographic Image Interpretation, Computer-Assisted)

DOI 10.1016/j.compbiomed.2024.109461

PMID 39631112

发布时间 2025-04-26

翻译满意度评价：

准确一般字义偏差语意偏离译文作用小提交