Medical Image Processing | Views : 0 下载量: 88 CSCD: 0
  • Export

  • Share

  • Collection

  • Album

    • Knowledge distillation and mutual information of multimodal MRI for disease prognosis

    • In the field of prognosis for non ischemic dilated cardiomyopathy, researchers have proposed a multimodal cardiac magnetic resonance imaging prognosis model based on mixed matching distillation and comparative mutual information estimation, which effectively improves the accuracy of prognosis in small sample scenarios.
    • Vol. 30, Issue 4, Pages: 1170-1182(2025)   

      Received:27 June 2024

      Revised:11 October 2024

      Published:16 April 2025

    • DOI: 10.11834/jig.240349     

    移动端阅览

  • Wei Ran, Qi Xiaoming, He Yuting, Jiang Sheng, Qian Wen, Xu Yi, Zhu Yinsu, Haigron Pascal, Shu Huazhong, Yang Guanyu. 2025. Knowledge distillation and mutual information of multimodal MRI for disease prognosis. Journal of Image and Graphics, 30(04):1170-1182 DOI: 10.11834/jig.240349.
  •  
  •  
Alert me when the article has been cited
提交

相关作者

Haigron Pascal The Univ Rennes, Inserm, LTSI - UMR1099, Rennes, F
Zhu Yinsu 江苏省肿瘤医院影像科
Xu Yi 南京医科大学第一附属医院放射科
Qian Wen 南京医科大学第一附属医院放射科
Wu Ruoyu 重庆师范大学计算机与信息科学学院;重庆师范大学重庆市数字农业服务工程技术研究中心
Lyu Jia 重庆师范大学计算机与信息科学学院;重庆师范大学重庆市数字农业服务工程技术研究中心
Ziqi Wang 陆军工程大学指挥控制工程学院
Hang Li 陆军工程大学指挥控制工程学院

相关机构

Dept. of Radiology, the First Affiliated Hospital of Nanjing Medical University
Department of Imaging, Jiangsu Cancer Hospital
The Univ Rennes, Inserm, LTSI - UMR1099
College of Computer and Information Sciences, Chongqing Normal University
Chongqing Research Center on Engineer Technology of Digital Agricultural & Services, Chongqing Normal University
0