Beyond classification metrics: a psychometric-aware benchmark for data augmentation in imbalanced student mental health surveys - Top-Institutions - MDSpire

Beyond classification metrics: a psychometric-aware benchmark for data augmentation in imbalanced student mental health surveys

  • By

  • Chen Shao

  • Shengnan Qiao

  • Ang Li

  • Shipeng Liu

  • Yanglong Chen

  • Yuzhe Tan

  • Zhibo Liang

  • Xuanming Si

  • June 15, 2026

  • 0 min

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Top Institutions in Psychiatry

Brief introduction explaining scope and methodology.

  • #1

    University of Michigan
    University of Michigan

    Ann Arbor, Michigan

    Key Differentiators

    • Psychiatry
    • Mental Health

  • #2

    Massachusetts General Hospital
    Massachusetts General Hospital

    Boston, Massachusetts

    Key Differentiators

    • Psychiatry
    • Precision Psychiatry

Original Source(s)

Beyond classification metrics: a psychometric-aware benchmark for data augmentation in imbalanced student mental health surveys

  • by Chen Shao, Shengnan Qiao, Ang Li, Shipeng Liu, Yanglong Chen, Yuzhe Tan, Zhibo Liang, Xuanming Si

  • June 15, 2026

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