Improving interobserver agreement and performance of deep learning models for segmenting acute ischemic stroke by combining DWI with optimized ADC thresholds.

Abstract

Authors

• Chun-Jung Juan
  Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan.
• Shao-Chieh Lin
  Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China.
• Ya-Hui Li
  Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China.
• Chia-Ching Chang
  Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China.
• Yi-Hung Jeng
  Department of Medical Imaging, China Medical University Hsinchu Hospital, Hsinchu, Taiwan, Republic of China.
• Hsu-Hsia Peng
  Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 300044, Taiwan.
• Teng-Yi Huang
  Computational Intelligence Technology Center, Industrial Technology Research Institute, Hsinchu, Taiwan.
• Hsiao-Wen Chung
  Graduate Institute of Biomedical Electrics and Bioinformatics, National Taiwan University, Taipei, Taiwan.
• Wu-Chung Shen
  Department of Radiology, School of Medicine, China Medical University, Taichung, Taiwan, Republic of China.
• Chon-Haw Tsai
  Division of Nephrology, China Medical University Hospital, Taichung, Taiwan.
• Ruey-Feng Chang
  Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei 10617, Taiwan and Department of Computer Science and Information Engineering, National Taiwan University, Taipei 10617, Taiwan.
• Yi-Jui Liu
  Department of Automatic Control Engineering, Feng Chia University, Taichung, Taiwan.

Keywords

External Resources