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Sentence-level multi-modal feature learning for depression recognition

  • 【作者】Guanghua Zhang, Guangping Zhuo, Yang Yang, Guohua Xu, Shukui Ma, Hao Liu, Zhiyong Ren
  • 【刊名】Frontiers in psychiatry
  • 【作者单位】Affiliations 1 School of Big Data Intelligent Diagnosis & Treatment industry, Taiyuan University, Taiyuan, China. 2 Shanxi Key Laboratory of Intelligent Optimization Computing and Blockchain Technology, Taiyuan Normal University, Taiyuan, Shanxi, China. 3 Shanxi Eye Hospital, Taiyuan, Shanxi, China. 4 College of Computer Science and Technology, Taiyuan Normal University, Taiyuan, Shanxi, China. 5 Shanxi Tongchuang Technology Inc., Taiyuan, China. 6 Shanxi Province Mental Health Center, Taiyuan Psychiatric Hospital, Taiyuan, China.
  • 【年份】2025
  • 【卷号】Vol.16
  • 【页码】1439577
  • 【ISSN】1664-0640
  • 【关键词】binary depression classification cross-modal joint attention depression recognition multi-modal feature learning sentence-level. 
  • 【摘要】 Background: The global prevalence of depression has escalated, exacerbated by societal and economic pressures. Current diagnostic methodologies predominantly utilize single-modality data, which, despite the existence of certain multi-modal strategies...
  • 【文献类型】 期刊
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