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References from Explainable artificial intelligence for predicting mortality in geriatric patients undergoing hip arthroplasty. Local targets link to admitted publications; unresolved targets remain external evidence.
Economic burden of osteoporotic fractures in US managed care enrollees.
10.37765/ajmc.2020.43156 · 2020 · External reference
Incidence of hip fracture over 4 decades in the Framingham Heart Study.
10.1001/jamainternmed.2020.2975 · 2020 · External reference
One-year mortality after hip fracture surgery and prognostic factors: a prospective cohort study.
10.1038/s41598-019-55196-6 · 2019 · External reference
A new random forest algorithm-based prediction model of post-operative mortality in geriatric patients with hip fractures.
10.3389/fmed.2022.829977 · 2022 · External reference
Preoperative predictors for mortality following hip fracture surgery: a systematic review and meta-analysis.
10.1016/j.injury.2011.05.017 · 2012 · External reference
Pre-operative indicators for mortality following hip fracture surgery: a systematic review and meta-analysis.
10.1093/ageing/afu065 · 2014 · External reference
A novel machine-learning algorithm for predicting mortality risk after hip fracture surgery.
10.1016/j.injury.2020.12.008 · 2021 · External reference
A machine learning-based prediction model pre-operatively for functional recovery after 1-year of hip fracture surgery in older people.
10.3389/fsurg.2023.1160085 · 2023 · External reference
Predicting 1-year mortality after hip fracture surgery: an evaluation of multiple machine learning approaches.
10.3390/jpm11080727 · 2021 · External reference
Development and internal validation of a machine-learning-developed model for predicting 1-year mortality after fragility hip fracture.
10.1186/s12877-022-03152-x · 2022 · External reference
Explainable artificial intelligence in the early diagnosis of gastrointestinal disease.
2022 · External reference
From local explanations to global understanding with explainable AI for trees.
10.1038/s42256-019-0138-9 · 2020 · External reference
An explainable model for the mass appraisal of residences: the application of tree-based Machine Learning algorithms and interpretation of value determinants.
10.1016/j.habitatint.2022.102660 · 2022 · External reference
Congestive heart failure detection using random forest classifier.
10.1016/j.cmpb.2016.03.020 · 2016 · External reference
One-year mortality after hip fracture: development and validation of a prognostic index.
10.1111/jgs.14237 · 2016 · External reference
A risk calculator for short-term morbidity and mortality after hip fracture surgery.
10.1097/bot.0b013e3182a22744 · 2014 · External reference
Analysis of factors among 30-day and 1-year mortality rates in patients with borderline stable-unstable intertrochanteric hip fracture.
10.5152/j.aott.2021.20071 · 2021 · External reference
Mortality rates and risk factors after low-trauma hip fracture in the largest university center in Romania.
10.1007/s11657-021-00934-5 · 2021 · External reference
Improved 1-year mortality in elderly patients with a hip fracture following integrated orthogeriatric treatment.
10.1007/s00198-016-3711-7 · 2017 · External reference
Osteoporotic hip fracture mortality and associated factors in Hawai’i.
10.1007/s11657-020-00847-9 · 2020 · External reference
Baseline and pre-operative 1-year mortality risk factors in a cohort of 509 hip fracture patients consecutively admitted to a co-managed orthogeriatric unit (FONDA Cohort).
10.1016/j.injury.2018.01.003 · 2018 · 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
Mortality and cause of death postoperatively in patients with a hip fracture: a national cohort longitudinal follow-up study.
10.1302/0301-620x.100b4.bjj-2017-0993.r2 · 2018 · External reference
Blood transfusion rates and predictors following geriatric hip fracture surgery.
10.1177/1120700019897878 · 2021 · External reference
Effect of blood transfusion on survival after hip fracture surgery.
10.1007/s00590-018-2205-z · 2018 · External reference
Explainable artificial intelligence for predicting red blood cell transfusion in geriatric patients undergoing hip arthroplasty: machine learning analysis using national health insurance data.
10.1097/md.0000000000036909 · 2024 · External reference
Comparison of general anaesthesia and regional anaesthesia in terms of mortality and complications in elderly patients with hip fracture: a nationwide population-based study.
10.1136/bmjopen-2019-029245 · 2019 · External reference
Spinal anesthesia or general anesthesia for hip surgery in older adults.
10.1056/nejmoa2113514 · 2021 · External reference
Incidence of hip fracture over 4 decades in the Framingham Heart Study.
10.1001/jamainternmed.2020.2975 · ExternalCitation · doi-reference
Improved 1-year mortality in elderly patients with a hip fracture following integrated orthogeriatric treatment.
10.1007/s00198-016-3711-7 · ExternalCitation · doi-reference
Effect of blood transfusion on survival after hip fracture surgery.
10.1007/s00590-018-2205-z · ExternalCitation · doi-reference
Osteoporotic hip fracture mortality and associated factors in Hawai’i.
10.1007/s11657-020-00847-9 · ExternalCitation · doi-reference
Mortality rates and risk factors after low-trauma hip fracture in the largest university center in Romania.
10.1007/s11657-021-00934-5 · ExternalCitation · doi-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 · ExternalCitation · doi-reference
Congestive heart failure detection using random forest classifier.
10.1016/j.cmpb.2016.03.020 · ExternalCitation · doi-reference
An explainable model for the mass appraisal of residences: the application of tree-based Machine Learning algorithms and interpretation of value determinants.
10.1016/j.habitatint.2022.102660 · ExternalCitation · doi-reference
Preoperative predictors for mortality following hip fracture surgery: a systematic review and meta-analysis.
10.1016/j.injury.2011.05.017 · ExternalCitation · doi-reference
Baseline and pre-operative 1-year mortality risk factors in a cohort of 509 hip fracture patients consecutively admitted to a co-managed orthogeriatric unit (FONDA Cohort).
10.1016/j.injury.2018.01.003 · ExternalCitation · doi-reference
A novel machine-learning algorithm for predicting mortality risk after hip fracture surgery.
10.1016/j.injury.2020.12.008 · ExternalCitation · doi-reference
One-year mortality after hip fracture surgery and prognostic factors: a prospective cohort study.
10.1038/s41598-019-55196-6 · ExternalCitation · doi-reference
From local explanations to global understanding with explainable AI for trees.
10.1038/s42256-019-0138-9 · ExternalCitation · doi-reference
Spinal anesthesia or general anesthesia for hip surgery in older adults.
10.1056/nejmoa2113514 · ExternalCitation · doi-reference
Pre-operative indicators for mortality following hip fracture surgery: a systematic review and meta-analysis.
10.1093/ageing/afu065 · ExternalCitation · doi-reference
A risk calculator for short-term morbidity and mortality after hip fracture surgery.
10.1097/bot.0b013e3182a22744 · ExternalCitation · doi-reference
Explainable artificial intelligence for predicting red blood cell transfusion in geriatric patients undergoing hip arthroplasty: machine learning analysis using national health insurance data.
10.1097/md.0000000000036909 · ExternalCitation · doi-reference
One-year mortality after hip fracture: development and validation of a prognostic index.
10.1111/jgs.14237 · ExternalCitation · doi-reference
Comparison of general anaesthesia and regional anaesthesia in terms of mortality and complications in elderly patients with hip fracture: a nationwide population-based study.
10.1136/bmjopen-2019-029245 · ExternalCitation · doi-reference
Blood transfusion rates and predictors following geriatric hip fracture surgery.
10.1177/1120700019897878 · ExternalCitation · doi-reference
Development and internal validation of a machine-learning-developed model for predicting 1-year mortality after fragility hip fracture.
10.1186/s12877-022-03152-x · ExternalCitation · doi-reference
Mortality and cause of death postoperatively in patients with a hip fracture: a national cohort longitudinal follow-up study.
10.1302/0301-620x.100b4.bjj-2017-0993.r2 · ExternalCitation · doi-reference
A new random forest algorithm-based prediction model of post-operative mortality in geriatric patients with hip fractures.
10.3389/fmed.2022.829977 · ExternalCitation · doi-reference
A machine learning-based prediction model pre-operatively for functional recovery after 1-year of hip fracture surgery in older people.
10.3389/fsurg.2023.1160085 · ExternalCitation · doi-reference
Predicting 1-year mortality after hip fracture surgery: an evaluation of multiple machine learning approaches.
10.3390/jpm11080727 · ExternalCitation · doi-reference
Economic burden of osteoporotic fractures in US managed care enrollees.
10.37765/ajmc.2020.43156 · ExternalCitation · doi-reference
Analysis of factors among 30-day and 1-year mortality rates in patients with borderline stable-unstable intertrochanteric hip fracture.
10.5152/j.aott.2021.20071 · ExternalCitation · doi-reference
