ArticleJournal of orthopaedic surgery and research2021
Rapid preoperative predicting tools for 1-year mortality and walking ability of Asian elderly femoral neck fracture patients who planned for hip arthroplasty.
Article in Journal of orthopaedic surgery and research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses that pooled it.
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Who cites it
14 citing papers in PubMed, 2 syntheses or guidelines pooled it, 20 citations in OpenAlex.
- Models for predicting short- to long-term mortality in older adults with hip fractures in clinical practice: a systematic review and meta-analysis.BMC geriatrics · 2026Pooled it
- Systematic review and meta-analysis of preoperative predictors for early mortality following hip fracture surgery.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2024Pooled it
- A clinical model for predicting knee replacement in early-stage knee osteoarthritis: data from osteoarthritis initiative.Clinical rheumatology · 2022Trial
- Recovery Trajectories of Motor Function After Hip Fracture Surgery in Older Patients: A Multicenter Growth Mixture Modeling Study in Acute Care Hospitals.Geriatrics (Basel, Switzerland) · 2025Article
- Prognostic Tools for Predicting Mortality in Older Adults With Hip Fracture: A Systematic Review.Cureus · 2025Review
- Relationship between mortality and HALP score in femoral neck fractures treated with hemiarthroplasty.Joint diseases and related surgery · 2025Article
- Impact of early postoperative ambulation on gait recovery after hip fracture surgery: a multicenter cohort study.Scientific reports · 2025Article
- Effect of Early Mobilization on Gait Recovery One Year After Hip Fracture Surgery: A Single-Center Cohort Study.Cureus · 2025Article
- Direct anterior total hip arthroplasty with dual mobility cup for femoral neck fractures in dementia patients.SICOT-J · 2025Article
- Development of a Clinical Prediction Rule to Determine Walking Independence in Older Adults With Hip Fractures.Cureus · 2024Article
- Preoperative transthoracic echocardiography does not lead to decreased postoperative mortality but with increased time to surgery and length of stay in Chinese geriatric hip fracture patients.European geriatric medicine · 2024Article
- Independent Walking Disability After Fragility Hip Fractures: A Prognostic Factors Analysis.Geriatric orthopaedic surgery & rehabilitation · 2024Article
- Preoperative Vitamin D Deficiency is Associated with Increased One-Year Mortality in Chinese Geriatric Hip Fracture Patients - A Propensity Score Matching Study.Clinical interventions in aging · 2023Article
- Development and internal validation of a conventional ultrasound-based nomogram for predicting malignant nonmasslike breast lesions.Quantitative imaging in medicine and surgery · 2022Article
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundFemoral neck fractures in elderly patients typically warrant operative treatment and are related to high risks of mortality and morbidity. As early hip arthroplasties for elderly femoral neck fractures are widely accepted, rapid predicting models that allowed quantitative and individualized prognosis assessments are strongly needed as references for orthopedic surgeons during preoperative conversations.
methodsData of patients aged ≥ 65 years old who underwent primary unilateral hemiarthroplasty or total hip arthroplasty due to femoral neck fracture between January 1st, 2012 and June 30th, 2019 in our center were collected. Candidate variables included demographic data, comorbidities, and routine preoperative screening tests. The main outcomes included 1-year mortality and free walking rate after hip arthroplasty. Patients were randomly divided into derivation and validation groups in the ratio of three to one. Nomograms were developed based on multivariable logistic regressions of derivation group via R language. One thousand bootstraps were used for internal validation. Those models were further tested in the validation group for external validation.
resultsThe final analysis was performed on 702 patients after exclusion and follow-up. All-cause 1-year mortality of the entire data set was 23.4%, while the free walking rate was 57.3%. Preoperative walking ability showed the biggest impact on predicting 1-year mortality and walking ability. Static nomograms were created from the final multivariable models, which allowed simplified graphical computations for the risks of 1-year mortality and walking ability in a certain patient. The bias-corrected C index of those nomograms for predicting 1-year mortality in the derivation group and the validation group were 0.789 and 0.768, while they were 0.807 and 0.759 for predicting postoperative walking ability. The AUC of the mortality and walking ability predicting models were 0.791 and 0.818, respectively.
conclusionsOur models enabled rapid preoperative 1-year mortality and walking ability predictions in Asian elderly femoral neck fracture patients who planned for hip arthroplasty, with adequate predictive discrimination and calibration. Those rapid assessment models could help surgeons in making more reasonable clinical decisions and subsequently reducing the risk of potential medical dispute via quantitative and individualized prognosis assessments.
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