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Study type: The objectives of this observational study were to understand, analyze, and compare the treatment and prognosis of patients with degenerative spine diseases and to construct a risk warning model and an assisted decision-making system
The main questions it aims to answer are:
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| Measure | Description | Time Frame |
|---|---|---|
| Collect demographics (Hospital Information System) | Collect demographics from the HIS system for patients with degenerative spine disease | 2022.03 |
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Inclusion criteria:
Exclusion Criteria:
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Patients with degenerative spine disease (lumbar disc herniation, lumbar spinal stenosis, lumbar spondylolisthesis, scoliosis deformity, etc.) seen and treated in participating units between January 2015 and January 2022, excluding patients with neoplastic disease
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| Name | Affiliation | Role |
|---|---|---|
| Wenle Wenle, M.D. | Xiamen University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Wenle Li | Xianmencun | 361102 | China |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 40540437 | Derived | Shen N, Zhang Y, Ding Z, Li R, Quan X, Liu X, Zhang Y, Xiang T, Zhang Y, Yin C, Li W. Predicting intraoperative blood loss risk in severe lumbar disc herniation patients undergoing PLIF: a multicenter cohort study using ensemble learning. Int J Surg. 2025 Sep 1;111(9):5904-5913. doi: 10.1097/JS9.0000000000002730. Epub 2025 Jun 19. | |
| 38308336 |
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| Li W, Zhang Y, Zhou X, Quan X, Chen B, Hou X, Xu Q, He W, Chen L, Liu X, Zhang Y, Xiang T, Li R, Liu Q, Wu SN, Wang K, Liu W, Zheng J, Luan H, Yu X, Chen A, Xu C, Luo T, Hu Z. Ensemble learning-assisted prediction of prolonged hospital length of stay after spine correction surgery: a multi-center cohort study. J Orthop Surg Res. 2024 Feb 2;19(1):112. doi: 10.1186/s13018-024-04576-4. |