Brain tumor segmentation based on the U-NET+⁣+ network with efficientnet encoder.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
Published Date: Jan 1, 2024

Abstract

BACKGROUND: Brain tumor is a highly destructive, aggressive, and fatal disease. The presence of brain tumors can disrupt the brain's ability to control body movements, consciousness, sensations, thoughts, speech, and memory. Brain tumors are often accompanied by symptoms like epilepsy, headaches, and sensory loss, leading to varying degrees of cognitive impairment in affected patients.

Authors

  • Yunyi Chen
    School of Informatics Xiamen University, Xiamen University, Fujian, Xiamen 361000, China.
  • Lan Quan
    Department of Neurology and Department of Neuroscience, The First Affiliated Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, Fujian, China.
  • Chao Long
    School of Graduate Studies, La Consolacion University Philippines, Malolos, Philippines.
  • Yuxuan Chen
    School of Informatics Xiamen University, Xiamen University, Fujian, Xiamen 361000, China.
  • Li Zu
    Key Open Project of Key Laboratory of Data Science and Intelligence Education, Hainan Normal University, Haikou, Hainan, China.
  • Chenxi Huang
    Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut, United States of America.

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