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Data Imputation and Domain Adaptative Prediction of One-Year Postoperative Mortality in Geriatric Hip Fracture Patients from Multi-Hospitals

https://doi.org/10.2139/ssrn.4689466
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Factors Associated With 5-Year Risk of Hip Fracture in Postmenopausal Women
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Pre-fracture quality of life predicts 1-year survival in elderly patients with hip fracture—development of a new scoring system
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A new method of classifying prognostic comorbidity in longitudinal studies: Development and validation
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Missing data imputation using statistical and machine learning methods in a real breast cancer problem
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A novel machine-learning algorithm for predicting mortality risk after hip fracture surgery
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Missing covariate data in medical research: To impute is better than to ignore
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Missing data is poorly handled and reported in prediction model studies using machine learning: a literature review
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Mortalidad tras fractura de cadera: modelos predictivos
inferredcites →https://doi.org/10.1056/nejmcp1611090openalex-extracted
Management of Acute Hip Fracture
inferredcites →https://doi.org/10.1080/03610928408828805openalex-extracted
Some efficient random imputation methods
inferredcites →https://doi.org/10.1093/jamia/ocw042openalex-extracted
Opportunities and challenges in developing risk prediction models with electronic health records data: a systematic review
inferredcites →https://doi.org/10.1097/bot.0000000000001851openalex-extracted
Development and Internal Validation of a Prediction Model for In-Hospital Mortality in Geriatric Patients With a Hip Fracture
inferredcites →https://doi.org/10.1097/mlr.0b013e31829b1dbdopenalex-extracted
Caveats for the Use of Operational Electronic Health Record Data in Comparative Effectiveness Research
inferredcites →https://doi.org/10.1103/physreva.102.062403openalex-extracted
Quantum subspace alignment for domain adaptation
inferredcites →https://doi.org/10.1109/iccv.2013.368openalex-extracted
Unsupervised Visual Domain Adaptation Using Subspace Alignment
inferredcites →https://doi.org/10.1109/ijcnn.2008.4633790openalex-extracted
Computational intelligence and decision trees for missing data estimation
inferredcites →https://doi.org/10.1109/mlsp.2012.6349714openalex-extracted
Nearest neighbor-based importance weighting
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Maximum Likelihood from Incomplete Data Via the EM Algorithm
inferredcites →https://doi.org/10.1136/bmj.b2393openalex-extracted
Multiple imputation for missing data in epidemiological and clinical research: potential and pitfalls
inferredcites →https://doi.org/10.1136/bmj.b375openalex-extracted
Prognosis and prognostic research: what, why, and how?
inferredcites →https://doi.org/10.1142/9789812702456_0050openalex-extracted
RANDOM FOREST SIMILARITY FOR PROTEIN-PROTEIN INTERACTION PREDICTION FROM MULTIPLE SOURCES
inferredcites →https://doi.org/10.1177/0962280206075304openalex-extracted
Multiple imputation: current perspectives
inferredcites →https://doi.org/10.1186/s12874-015-0022-1openalex-extracted
The rise of multiple imputation: a review of the reporting and implementation of the method in medical research
inferredcites →https://doi.org/10.1302/0301-620x.84b5.0840735openalex-extracted
An assessment of the POSSUM system in orthopaedic surgery
inferredcites →https://doi.org/10.1359/jbmr.041133openalex-extracted
Development and Initial Validation of a Risk Score for Predicting In‐Hospital and 1‐Year Mortality in Patients With Hip Fractures
inferredcites →https://doi.org/10.1371/journal.pmed.1003180openalex-extracted
Incidence of and trends in hip fracture among adults in urban China: A nationwide retrospective cohort study
inferredcites →https://doi.org/10.1371/journal.pone.0148076openalex-extracted
Adjusted Age-Adjusted Charlson Comorbidity Index Score as a Risk Measure of Perioperative Mortality before Cancer Surgery
inferredcites →https://doi.org/10.1371/journal.pone.0154906openalex-extracted
Damage Control Orthopedics Management as Vital Procedure in Elderly Patients with Femoral Neck Fractures Complicated with Chronic Renal Failure: A Retrospective Cohort Study
inferredcites →https://doi.org/10.2106/00004623-200309000-00004openalex-extracted
INTERNAL FIXATION COMPARED WITH ARTHROPLASTY FOR DISPLACED FRACTURES OF THE FEMORAL NECK
inferredcites →https://doi.org/10.3390/jcm12052010openalex-extracted
The Effect of Hematocrit on All-Cause Mortality in Geriatric Patients with Hip Fractures: A Prospective Cohort Study
inferredcites →https://doi.org/10.3390/jpm11080727openalex-extracted
Predicting 1-Year Mortality after Hip Fracture Surgery: An Evaluation of Multiple Machine Learning Approaches
inferredcites →https://doi.org/10.4108/eai.13-7-2018.163339openalex-extracted
An Improved Weighted Base Classification for Optimum Weighted Nearest Neighbor Classifiers
inferredcites →https://doi.org/10.4135/9781412985079openalex-extracted
Missing Data
inferredcites →https://doi.org/10.48550/arxiv.0804.4741openalex-extracted
The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy
inferredcites →https://doi.org/10.48550/arxiv.1806.02920openalex-extracted
GAIN: Missing Data Imputation using Generative Adversarial Nets
inferredcites →https://doi.org/10.48550/arxiv.2201.01806openalex-extracted
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation
inferredcites →https://doi.org/10.52202/068431-2109openalex-extracted
Distributionally Robust Weighted K-Nearest Neighbors
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