BDEC: Brain Deep Embedded Clustering Model for Resting State fMRI Group-Level Parcellation of the Human Cerebral Cortex.

Journal: IEEE transactions on bio-medical engineering
Published Date: Jul 17, 2025

Abstract

OBJECTIVE: To develop a robust group-level brain parcellation method using deep learning based on resting-state functional magnetic resonance imaging (rs-fMRI), aiming to release the model assumptions made by previous approaches.

Authors

  • Jianfei Zhu
    Department of Spinal Surgery, Huai'an 82 hospital, Huai'an, Jiangsu, 223001, People's Republic of China.
  • Xiaoxiao Ma
    The National and Local Joint Engineering Laboratory of Animal Peptide Drug Development, College of Life Sciences, Hunan Normal University, Changsha 410081, People's Republic of China.
  • Baichun Wei
  • Zhicai Zhong
  • Hui Zhou
    CAS Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences, Beijing, China.
  • Feng Jiang
    Hospital of Minzu University of China, Beijing 100081, China.
  • Haiqi Zhu
  • Chunzhi Yi
    School of Medicine and Health, Harbin Institute of Technology, Harbin 150001, China.

Keywords

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