Combination of Yaobitong capsules and lumbar oblique pull manipulation for moderate pain in lumbar disc herniation with radiculopathy: a multicenter, randomized, three-arm, parallel-group controlled trial - Top_Commentaries - MDSpire

Combination of Yaobitong capsules and lumbar oblique pull manipulation for moderate pain in lumbar disc herniation with radiculopathy: a multicenter, randomized, three-arm, parallel-group controlled trial

  • By

  • Guangqi Lu

  • Minghui Zhuang

  • Bin Tang

  • Jirong Zhao

  • Shaofeng Yang

  • Jiayi Guo

  • Ping Wang

  • Yikai Li

  • Shaojun Li

  • Bolai Chen

  • Puwei Yuan

  • Hong Jiang

  • Yusong Jia

  • Bin Shi

  • Xuefeng Guan

  • Yanming Xie

  • Minshan Feng

  • Zhefeng Jin

  • Jinjing Wang

  • Zelong Zhao

  • Jiawen Zhan

  • Xunlu Yin

  • He Yin

  • Ming Chen

  • Kai Sun

  • Xin Chen

  • Jie Yu

  • Liguo Zhu

  • June 26, 2026

  • 0 min

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3 Topic Commentaries

Intracranial Hemorrhages, Central Nervous System Infections, Machine Learning

  • Dr. Jane Smith, MD, Neurocritical Care Physician, MD

    Assistant Professor of Neurology

    University Hospital of Critical Care Medicine

    “While high internal AUCs like 0.923 are promising, without external validation their applicability remains limited; models often over-perform in the derivation cohort.”

    [Source]
  • Dr. Li Wei, PhD, Data Scientist & Neuroscience Researcher, PhD

    Senior Research Fellow

    Institute for Brain Health Research

    “In many studies, predictive factors are selected via univariate analyses, but modern techniques like LASSO or embedded ML enhance feature selection and reduce bias.”

    [Source]
  • Dr. Maria Gonzalez, MPH, Infectious Disease Epidemiologist, MPH

    Public Health Policy Advisor

    National Stroke & Infection Control Coalition

    “Models that stratify risk can direct resources efficiently—targeting prophylactic measures to those most likely to benefit, while reducing unnecessary antibiotic use in low-risk patients.”

    [Source]

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