ClinConnect ClinConnect Logo
Search / Trial NCT06888739

Development and Validation of Interpretable Machine Learning Models Incorporating Paraspinal Muscle Quality for to Predict Cage Subsidence Risk Followingposterior Lumbar Interbody Fusion

Launched by HAO LIU · Mar 17, 2025

Trial Information

Current as of April 26, 2025

Completed

Keywords

Degenerative Lumbar Disease Cage Subsidence Machine Learning

ClinConnect Summary

No description provided

Gender

ALL

Eligibility criteria

  • Inclusion Criteria:
  • 1. confirmed lumbar disc herniation, spinal stenosis, or spondylolisthesis based on clinical and imaging findings;
  • 2. patients who failed conservative treatment for ≥3 months or experienced recurrence and underwent surgery for the first time;
  • 3. minimum 12-month follow-up.
  • Exclusion Criteria:
  • 1. prior spinal surgery;
  • 2. spinal deformity or severe instability;
  • 3. lumbar tuberculosis, infection, tumor, or severe bone destruction;
  • 4. incomplete or lost follow-up.

About Hao Liu

Hao Liu is a dedicated clinical trial sponsor with a strong focus on advancing medical research and improving patient outcomes. With extensive experience in managing and overseeing clinical studies, Hao Liu is committed to ensuring the integrity, safety, and efficacy of innovative therapies. The organization emphasizes collaboration with healthcare professionals and regulatory bodies to facilitate the development of groundbreaking treatments. By leveraging cutting-edge methodologies and adhering to stringent ethical standards, Hao Liu aims to contribute significantly to the advancement of medical science and the enhancement of patient care.

Locations

Jiangsu, Suzhou, China

Patients applied

0 patients applied

Timeline

First submit

Trial launched

Trial updated

Estimated completion

Not reported