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。Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long shortterm memory
Yu-Wei Lin et al.
PLOS ONE (2019)
Do no harm: a roadmap for responsible machine learning for health care
Jenna Wiens et al.
NATURE MEDICINE (2019)
Prediction of 30-day pediatric unplanned hospitalizations using the Johns Hopkins Adjusted Clinical Groups risk adjustment system
Mitchell G. Maltenfort et al.
PLOS ONE (2019)
Decreases In Readmissions Credited To Medicare's Program To Reduce Hospital Readmissions Have Been Overstated
Christopher Ody et al.
HEALTH AFFAIRS (2019)
A nonparametric updating method to correct clinical prediction model drift
Sharon E. Davis et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2019)
The potential value of social determinants of health in predicting health outcomes
Jessica S. Ancker et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2018)
Association of the Hospital Readmissions Reduction Program With Mortality Among Medicare Beneficiaries Hospitalized for Heart Failure, Acute Myocardial Infarction, and Pneumonia
Rishi K. Wadhera et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2018)
Events per variable (EPV) and the relative performance of different strategies for estimating the out-of-sample validity of logistic regression models
Peter C. Austin et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2017)
Prediction models need appropriate internal, internal-external, and external validation
Ewout W. Steyerberg et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2016)
Assessing calibration of prognostic risk scores
Cynthia S. Crowson et al.
STATISTICAL METHODS IN MEDICAL RESEARCH (2016)
Utility of models to predict 28-day or 30-day unplanned hospital readmissions: an updated systematic review
Huaqiong Zhou et al.
BMJ OPEN (2016)
Predicting readmission risk with institution-specific prediction models
Shipeng Yu et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2015)
The 30-day metric in acute heart failure revisited: data from IN-HF Outcome, an Italian nationwide cardiology registry
Giuseppe Di Tano et al.
EUROPEAN JOURNAL OF HEART FAILURE (2015)
An Absolute Risk Prediction Model to Determine Unplanned Cardiovascular Readmissions for Adults with Chronic Heart Failure
Vasiliki Betihavas et al.
HEART LUNG AND CIRCULATION (2015)
Roles of Nonclinical and Clinical Data in Prediction of 30-Day Rehospitalization or Death Among Heart Failure Patients
Quan L. Huynh et al.
JOURNAL OF CARDIAC FAILURE (2015)
READMIT: A clinical risk index to predict 30-day readmission after discharge from acute psychiatric units
Simone N. Vigod et al.
JOURNAL OF PSYCHIATRIC RESEARCH (2015)
Predicting 30-Day Readmissions With Preadmission Electronic Health Record Data
Efrat Shadmi et al.
MEDICAL CARE (2015)
Nonelective Rehospitalizations and Postdischarge Mortality Predictive Models Suitable for Use in Real Time
Gabriel J. Escobar et al.
MEDICAL CARE (2015)
Inclusion of Dynamic Clinical Data Improves the Predictive Performance of a 30-Day Readmission Risk Model in Kidney Transplantation
David J. Taber et al.
TRANSPLANTATION (2015)
Mortality and cardiovascular morbidity within 30 days of discharge following acute coronary syndrome in a contemporary European cohort of patients: How can early risk prediction be improved? The six-month GRACE risk score
Sergio Raposeiras-Roubin et al.
REVISTA PORTUGUESA DE CARDIOLOGIA (2015)
Development of an automated model to predict the risk of elderly emergency medical admissions within a month following an index hospital visit: A Hong Kong experience
Eva Tsui et al.
HEALTH INFORMATICS JOURNAL (2015)
A predictive analytics approach to reducing 30-day avoidable readmissions among patients with heart failure, acute myocardial infarction, pneumonia, or COPD
Issac Shams et al.
HEALTH CARE MANAGEMENT SCIENCE (2015)
Derivation and Validation of a 30-Day Heart Failure Readmission Model
Lisa M. Fleming et al.
AMERICAN JOURNAL OF CARDIOLOGY (2014)
Effect of Clinical and Social Risk Factors on Hospital Profiling for Stroke Readmission A Cohort Study
Salomeh Keyhani et al.
ANNALS OF INTERNAL MEDICINE (2014)
Reducing Hospital Readmission Rates: Current Strategies and Future Directions
Sunil Kripalani et al.
ANNUAL REVIEW OF MEDICINE, VOL 65 (2014)
Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data
Santu Rana et al.
AUSTRALIAN HEALTH REVIEW (2014)
Diagnosis-specific readmission risk prediction using electronic health data: a retrospective cohort study
Courtney Hebert et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2014)
Development of a Clinical Registry-Based 30-Day Readmission Measure for Coronary Artery Bypass Grafting Surgery
David M. Shahian et al.
CIRCULATION (2014)
Derivation and validation of a formula to estimate risk for 30-day readmission in medical patients
Mohammad Taha et al.
INTERNATIONAL JOURNAL FOR QUALITY IN HEALTH CARE (2014)
Thirty-Day Readmission Following Total Hip and Knee Arthroplasty - A Preliminary Single Institution Predictive Model
Nathan W. Mesko et al.
JOURNAL OF ARTHROPLASTY (2014)
The effects of data sources, cohort selection, and outcome definition on a predictive model of risk of thirty-day hospital readmissions
Colin Walsh et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2014)
Risk Factors for Potentially Avoidable Readmissions due to End-of-life Care Issues
Jacques Donze et al.
JOURNAL OF HOSPITAL MEDICINE (2014)
Mining high-dimensional administrative claims data to predict early hospital readmissions
Danning He et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
Derivation and validation of a quality indicator for 30-day unplanned hospital readmission to evaluate trauma care
Lynne Moore et al.
JOURNAL OF TRAUMA AND ACUTE CARE SURGERY (2014)
Risk score for unplanned vascular readmissions
James C. Iannuzzi et al.
JOURNAL OF VASCULAR SURGERY (2014)
Prediction of Pneumonia 30-Day Readmissions: A Single-Center Attempt to Increase Model Performance
Jeffrey F. Mather et al.
RESPIRATORY CARE (2014)
Identification of modifiable factors for reducing readmission after colectomy: A national analysis
Elise H. Lawson et al.
SURGERY (2014)
Risk scoring can predict readmission after endocrine surgery
James C. Iannuzzi et al.
SURGERY (2014)
Assessing Readmission After General, Vascular, and Thoracic Surgery Using ACS-NSQIP
Donald J. Lucas et al.
ANNALS OF SURGERY (2013)
A Prediction Model to Identify Patients at High Risk for 30-Day Readmission After Percutaneous Coronary Intervention
Jason H. Wasfy et al.
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2013)
An Automated Model Using Electronic Medical Record Data Identifies Patients With Cirrhosis at High Risk for Readmission
Amit G. Singal et al.
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY (2013)
Readmission after hospitalization for heart failure among patients with chronic kidney disease: a prediction model
Robert M. Perkins et al.
CLINICAL NEPHROLOGY (2013)
Prediction of 30-day cardiac-related-emergency-readmissions using simple administrative hospital data
Reinhard Wallmann et al.
INTERNATIONAL JOURNAL OF CARDIOLOGY (2013)
The Readmission Risk Flag: Using the Electronic Health Record to Automatically Identify Patients at Risk for 30-Day Readmission
Charles A. Baillie et al.
JOURNAL OF HOSPITAL MEDICINE (2013)
Risk Factors for Unplanned Hospital Readmission in Otolaryngology Patients
Evan M. Graboyes et al.
OTOLARYNGOLOGY-HEAD AND NECK SURGERY (2013)
Development of an Automated, Real Time Surveillance Tool for Predicting Readmissions at a Community Hospital
R. Gildersleeve et al.
APPLIED CLINICAL INFORMATICS (2013)
Potentially Avoidable 30-Day Hospital Readmissions in Medical Patients Derivation and Validation of a Prediction Model
Jacques Donze et al.
JAMA INTERNAL MEDICINE (2013)
Validated, Electronic Health Record Deployable Prediction Models for Assessing Patient Risk of 30-Day Rehospitalization and Mortality in Older Heart Failure Patients
Zubin J. Eapen et al.
JACC-HEART FAILURE (2013)
Predicting 30-day all-cause hospital readmissions
Mollie Shulan et al.
HEALTH CARE MANAGEMENT SCIENCE (2013)
Predicting readmissions: poor performance of the LACE index in an older UK population
Paul E. Cotter et al.
AGE AND AGEING (2012)
Predicting the risk of unplanned readmission or death within 30 days of discharge after a heart failure hospitalization
Anita G. Au et al.
AMERICAN HEART JOURNAL (2012)
Hospital Readmissions Among Patients With Decompensated Cirrhosis
Michael L. Volk et al.
AMERICAN JOURNAL OF GASTROENTEROLOGY (2012)
Predictive model of readmission to internal medicine wards
Antonio Zapatero et al.
EUROPEAN JOURNAL OF INTERNAL MEDICINE (2012)
An Electronic Medical Record-Based Model to Predict 30-Day Risk of Readmission and Death Among HIV-Infected Inpatients
Ank E. Nijhawan et al.
JAIDS-JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES (2012)
Patient Readmission and Mortality after Colorectal Surgery for Colon Cancer: Impact of Length of Stay Relative to Other Clinical Factors
Eric B. Schneider et al.
JOURNAL OF THE AMERICAN COLLEGE OF SURGEONS (2012)
Development of a predictive model to identify inpatients at risk of re-admission within 30 days of discharge (PARR-30)
John Billings et al.
BMJ OPEN (2012)
An Administrative Claims Measure Suitable for Profiling Hospital Performance Based on 30-Day All-Cause Readmission Rates Among Patients With Acute Myocardial Infarction
Harlan M. Krumholz et al.
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2011)
Incremental Value of Clinical Data Beyond Claims Data in Predicting 30-Day Outcomes After Heart Failure Hospitalization
Bradley G. Hammill et al.
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2011)
A Scoring System to Predict Readmission of Patients With Acute Pancreatitis to the Hospital Within Thirty Days of Discharge
Tom L. Whitlock et al.
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY (2011)
Risk Prediction Models for Hospital Readmission A Systematic Review
Devan Kansagara et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2011)
Development, Validation, and Results of a Measure of 30-Day Readmission Following Hospitalization for Pneumonia
Peter K. Lindenauer et al.
JOURNAL OF HOSPITAL MEDICINE (2011)
Linking Electronic Health Record-Extracted Psychosocial Data in Real-Time to Risk of Readmission for Heart Failure
Alice J. Watson et al.
PSYCHOSOMATICS (2011)
Derivation and validation of an index to predict early death or unplanned readmission after discharge from hospital to the community
Carl van Walraven et al.
CANADIAN MEDICAL ASSOCIATION JOURNAL (2010)
Assessing the Performance of Prediction Models A Framework for Traditional and Novel Measures
Ewout W. Steyerberg et al.
EPIDEMIOLOGY (2010)
Hospital Readmission in General Medicine Patients: A Prediction Model
Omar Hasan et al.
JOURNAL OF GENERAL INTERNAL MEDICINE (2010)
An Automated Model to Identify Heart Failure Patients at Risk for 30-Day Readmission or Death Using Electronic Medical Record Data
Ruben Amarasingham et al.
MEDICAL CARE (2010)
Using routine inpatient data to identify patients at risk of hospital readmission
Stuart Howell et al.
BMC HEALTH SERVICES RESEARCH (2009)
Improving the management of care for high-cost medicaid patients
John Billings et al.
HEALTH AFFAIRS (2007)
Validation of the potentially avoidable hospital readmission rate as a routine indicator of the quality of hospital care
Patricia Halfon et al.
MEDICAL CARE (2006)
Case finding for patients at risk of readmission to hospital: development of algorithm to identify high risk patients
John Billings et al.
BRITISH MEDICAL JOURNAL (2006)
Identifying patients at high risk of emergency hospital admissions: a logistic regression analysis
Alex Bottle et al.
JOURNAL OF THE ROYAL SOCIETY OF MEDICINE (2006)
A multipurpose comorbidity scoring system performed better than the Charlson index
CDJ Holman et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2005)
Prediction error estimation: a comparison of resampling methods
AM Molinaro et al.
BIOINFORMATICS (2005)
Inflation of the type I error rate when a continuous confounding variable is categorized in logistic regression analyses
PC Austin et al.
STATISTICS IN MEDICINE (2004)
Posthospital care transitions: Patterns, complications, and risk identification
EA Coleman et al.
HEALTH SERVICES RESEARCH (2004)
Influence of drugs, demographics and medical history on hospital readmission of elderly patients - A predictive model
EFR Morrissey et al.
CLINICAL DRUG INVESTIGATION (2003)
Predictors of readmission among elderly survivors of admission with heart failure
HM Krumholz et al.
AMERICAN HEART JOURNAL (2000)