ArticleFrontiers in surgery2021
Establishment and Verification of a Perioperative Blood Transfusion Model After Posterior Lumbar Interbody Fusion: A Retrospective Study Based on Data From a Local Hospital.
Article in Frontiers in surgery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
11 citing papers in PubMed, 14 citations in OpenAlex.
- Application of machine learning model in predicting the likelihood of blood transfusion after hip fracture surgery.Aging clinical and experimental research · 2023Trial
- Impact of Age on Hospital Outcomes Following Minimally Invasive Posterior Lumbar Interbody Fusion: Retrospective Analysis of the Nationwide Inpatient Sample Database from 2016 to 2020.JMIR medical informatics · 2026Article
- Collaborative Networks in Critical Care Nursing Teams: Based on Social Network Analysis and Multiple Regression Quadratic Assignment Procedure.Journal of nursing management · 2026Article
- Construction of a prediction model for perioperative blood transfusion in elderly hip fracture patients: a retrospective study.Perioperative medicine (London, England) · 2025Article
- Construction and validation of a perioperative blood transfusion model for patients undergoing total hip arthroplasty with osteonecrosis of the femoral head based on machine learning.Frontiers in medicine · 2025Article
- Development and Validation of a Risk-Prediction Nomogram for Preoperative Blood Type and Antibody Testing in Spinal Fusion Surgery.Orthopaedic surgery · 2024Article
- Risk Factors for Significant Intraoperative Blood Loss during Anterior Cervical Decompression and Fusion for Degenerative Cervical Diseases.Orthopaedic surgery · 2023Article
- Clinical outcomes and prediction nomogram model for postoperative hemoglobin < 80 g/L in patients following primary lumbar interbody fusion surgery.Journal of orthopaedic surgery and research · 2023Article
- Predictive modeling of perioperative blood transfusion in lumbar posterior interbody fusion using machine learning.Frontiers in physiology · 2023Article
- Blood transfusion risk prediction in spinal tuberculosis surgery: development and assessment of a novel predictive nomogram.BMC musculoskeletal disorders · 2022Article
- The risk factors and predictive nomogram of human albumin infusion during the perioperative period of posterior lumbar interbody fusion: a study based on 2015-2020 data from a local hospital.Journal of orthopaedic surgery and research · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.