相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Prognostic Research in Traumatic Brain Injury: Markers, Modeling, and Methodological Principles
Isabel R. A. Retel Helmrich et al.
JOURNAL OF NEUROTRAUMA (2021)
SMART on FHIR in spine: integrating clinical prediction models into electronic health records for precision medicine at the point of care
Aditya Karhade et al.
SPINE JOURNAL (2021)
A Machine Learning Algorithm to Identify Patients with Tibial Shaft Fractures at Risk for Infection After Operative Treatment
Mohit Bhandari et al.
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME (2021)
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study
Benjamin Yael Gravesteijn et al.
JOURNAL OF NEUROTRAUMA (2021)
Penalization and shrinkage methods produced unreliable clinical prediction models especially when sample size was small
Richard D. Riley et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2021)
Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms
Jacobien H. F. Oosterhoff et al.
GERIATRIC ORTHOPAEDIC SURGERY & REHABILITATION (2021)
Detecting scaphoid fractures in wrist injury: a clinical decision rule
Wouter H. Mallee et al.
ARCHIVES OF ORTHOPAEDIC AND TRAUMA SURGERY (2020)
Regression shrinkage methods for clinical prediction models do not guarantee improved performance: Simulation study
Ben Van Calster et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2020)
Artificial intelligence in orthopaedics: false hope or not? A narrative review along the line of Gartner's hype cycle
Jacobien H. F. Oosterhoff et al.
EFORT OPEN REVIEWS (2020)
A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models
Evangelia Christodoulou et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2019)
Incidence, Predictors, and Fracture Mapping of (Occult) Posterior Malleolar Fractures Associated With Tibial Shaft Fractures
Laurent A. M. Hendrickx et al.
JOURNAL OF ORTHOPAEDIC TRAUMA (2019)
The Incidence of Posterior Malleolar Involvement in Distal Spiral Tibia Fractures: Is it Higher than We Think?
Garret L. Sobol et al.
JOURNAL OF ORTHOPAEDIC TRAUMA (2018)
MACHINE LEARNING FOR PREDICTING OUTCOMES IN TRAUMA
Nehemiah T. Liu et al.
SHOCK (2017)
Unsupervised random forest: a tutorial with case studies
Nelson Lee Afanador et al.
JOURNAL OF CHEMOMETRICS (2016)
Guidelines for Developing and Reporting Machine Learning Predictive Models in Biomedical Research: A Multidisciplinary View
Wei Luo et al.
JOURNAL OF MEDICAL INTERNET RESEARCH (2016)
Factors associated with adverse events after distal biceps tendon repair or reconstruction
Reinier B. Beks et al.
JOURNAL OF SHOULDER AND ELBOW SURGERY (2016)
The Amsterdam wrist rules: the multicenter prospective derivation and external validation of a clinical decision rule for the use of radiography in acute wrist trauma
Monique M. J. Walenkamp et al.
BMC MUSCULOSKELETAL DISORDERS (2015)
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
Gary S. Collins et al.
BMJ-BRITISH MEDICAL JOURNAL (2015)
Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): the TRIPOD statement
Gary S. Collins et al.
BMJ-BRITISH MEDICAL JOURNAL (2015)
Calibration of Risk Prediction Models: Impact on Decision-Analytic Performance
Ben Van Calster et al.
MEDICAL DECISION MAKING (2015)
Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints
Tjeerd van der Ploeg et al.
BMC MEDICAL RESEARCH METHODOLOGY (2014)
Towards better clinical prediction models: seven steps for development and an ABCD for validation
Ewout W. Steyerberg et al.
EUROPEAN HEART JOURNAL (2014)
How to interpret a small increase in AUC with an additional risk prediction marker: decision analysis comes through
Stuart G. Baker et al.
STATISTICS IN MEDICINE (2014)
Gradient boosting machines, a tutorial
Alexey Natekin et al.
FRONTIERS IN NEUROROBOTICS (2013)
Predictors of fracture following suspected injury to the scaphoid
A. D. Duckworth et al.
JOURNAL OF BONE AND JOINT SURGERY-BRITISH VOLUME (2012)
Infirmity and Injury Complexity are Risk Factors for Surgical-site Infection after Operative Fracture Care
Abdo Bachoura et al.
CLINICAL ORTHOPAEDICS AND RELATED RESEARCH (2011)
Assessing the Performance of Prediction Models A Framework for Traditional and Novel Measures
Ewout W. Steyerberg et al.
EPIDEMIOLOGY (2010)
The Epistemology of Mathematical and Statistical Modeling A Quiet Methodological Revolution
Joseph Lee Rodgers
AMERICAN PSYCHOLOGIST (2010)
Randomized Trial of Reamed and Unreamed Intramedullary Nailing of Tibial Shaft Fractures
Mohit Bhandari et al.
JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME (2008)