References

Second hip fracture in older adults: incidence and risk factors

10.1007/s00590-022-03309-9 · 2023 · External reference

Mortality following hip fracture: trends and geographical variations over the last SIXTY years

10.1016/j.injury.2022.12.008 · 2023 · External reference

The incidence and risk factors of perioperative delirium in elderly patients with hip fracture under the unaccompanied-care model

10.1186/s13018-025-06114-2 · 2025 · External reference

Incidence and risk factors of postoperative delirium in elderly patients following hip fracture surgery: a nationwide retrospective cohort study in Taiwan

10.1002/gps.70094 · 2025 · External reference

Update of the European Society of Anaesthesiology and Intensive Care Medicine evidence-based and consensus-based guideline on postoperative delirium in adult patients

10.1097/eja.0000000000001876 · 2024 · External reference

Postoperative delirium and its relationship with biomarkers for dementia: a meta-analysis

10.1017/s104161022100274x · 2022 · External reference

Postoperative delirium, neuroinflammation, and influencing factors of postoperative delirium: a review

10.1097/md.0000000000032991 · 2023 · External reference

Association between perioperative rate pressure product and postoperative delirium in geriatric patients with hip fracture

10.3389/fmed.2025.1651278 · 2025 · External reference

Preoperative inflammatory mediators and postoperative delirium: systematic review and meta-analysis

10.1016/j.bja.2021.04.033 · 2021 · External reference

Study on the predictive model of delirium risk after surgery for elderly hip fractures based on meta-analysis

10.1007/s41999-024-01095-7 · 2025 · External reference

Risk prediction models for postoperative delirium in elderly patients with fragility hip fracture: a systematic review and critical appraisal

10.1016/j.ijotn.2023.101077 · 2024 · External reference

Identification of risk factors for postoperative delirium in elderly patients with hip fractures by a risk stratification index model: a retrospective study

10.1002/brb3.2420 · 2021 · External reference

Clinical prediction model and 2-year mortality for multiple organ dysfunction in patients aged 80 years or older following hip fracture surgery: a prospective cohort study

10.3389/fmed.2025.1515557 · 2025 · External reference

Development of a LASSO machine learning algorithm-based model for postoperative delirium prediction in hepatectomy patients

10.1186/s12893-025-02759-2 · 2025 · External reference

Development of postoperative delirium prediction models in patients undergoing cardiovascular surgery using machine learning algorithms

10.1038/s41598-023-48418-5 · 2023 · External reference

Machine learning algorithm using electronic chart-derived data to predict delirium after elderly hip fracture surgeries: a retrospective case-control study

10.3389/fsurg.2021.634629 · 2021 · External reference

The potential value of systemic inflammation response index on delirium after hip arthroplasty surgery in older patients: a retrospective study

10.2147/ijgm.s427507 · 2023 · External reference

Systemic immune-inflammation index predicts postoperative delirium in elderly patients after surgery: a retrospective cohort study

10.1186/s12877-022-03418-4 · 2022 · External reference

Preoperative prognostic nutritional index value as a predictive factor for postoperative delirium in older adult patients with hip fractures: a secondary analysis

10.1186/s12877-023-04629-z · 2024 · External reference

Preoperative prognostic nutritional index predicts postoperative delirium in elderly patients after hip fracture surgery

10.1111/psyg.12511 · 2020 · External reference

Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement

10.7326/m14-0697 · 2015 · External reference

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

10.1136/bmj-2023-078378 · 2024 · External reference

A novel indicator for predicting functional recovery in elderly hip fracture patients

10.3389/fmed.2025.1538038 · 2025 · External reference

Poor nutritional status but not cognitive or functional impairment per se independently predict 1 year mortality in elderly patients with hip-fracture

10.1016/j.clnu.2018.08.030 · 2019 · External reference

Influencing factors and prediction model of postoperative delirium for elderly femoral neck fracture patients under remimazolam intrathecal anesthesia

10.62713/aic.3927 · 2025 · External reference

A clinical prediction model for postoperative delirium following surgical treatment of femoral fractures in older adult patients: development and validation study

10.1186/s12871-025-03465-5 · 2025 · External reference