Related references
Note: Only part of the references are listed.Controlling for Informed Presence Bias Due to the Number of Health Encounters in an Electronic Health Record
Benjamin A. Goldstein et al.
AMERICAN JOURNAL OF EPIDEMIOLOGY (2016)
Establishing the Clinical Validity of Arrhythmia-Related Genetic Variations Using the Electronic Medical Record A Valid Take on Precision Medicine?
William Gregory Feero
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2016)
Association of Arrhythmia-Related Genetic Variants With Phenotypes Documented in Electronic Medical Records
Sara L. Van Driest et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2016)
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): Explanation and Elaboration
Karel G. M. Moons et al.
ANNALS OF INTERNAL MEDICINE (2015)
Prediction of hospitalization due to heart diseases by supervised learning methods
Wuyang Dai et al.
INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS (2015)
External validation of new risk prediction models is infrequent and reveals worse prognostic discrimination
George C. M. Siontis et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2015)
Transparent Reporting of a Multivariable Prediction Model for Individual Prognosis Or Diagnosis (TRIPOD): the TRIPOD statement
Gary S. Collins et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2015)
Predicting mortality of elderly patients acutely admitted to the Department of Internal Medicine
B. Smolin et al.
INTERNATIONAL JOURNAL OF CLINICAL PRACTICE (2015)
Multicenter Development and Validation of a Risk Stratification Tool for Ward Patients
Matthew M. Churpek et al.
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE (2014)
Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data
Santu Rana et al.
AUSTRALIAN HEALTH REVIEW (2014)
Predicting red blood cell transfusion in hospitalized patients: role of hemoglobin level, comorbidities, and illness severity
Nareg H. Roubinian et al.
BMC HEALTH SERVICES RESEARCH (2014)
Predicting length of stay from an electronic patient record system: a primary total knee replacement example
Evelene M. Carter et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (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)
Hidden in plain sight: bias towards sick patients when sampling patients with sufficient electronic health record data for research
Alexander Rusanov et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2014)
Risk stratification using data from electronic medical records better predicts suicide risks than clinician assessments
Truyen Tran et al.
BMC PSYCHIATRY (2014)
Near-Term Prediction of Sudden Cardiac Death in Older Hemodialysis Patients Using Electronic Health Records
Benjamin A. Goldstein et al.
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY (2014)
Using Electronic Health Record Data to Develop and Validate a Prediction Model for Adverse Outcomes in the Wards
Matthew M. Churpek et al.
CRITICAL CARE MEDICINE (2014)
Pulse pressure and stroke risk: development and validation of a new stroke risk model
Rajeev Ayyagari et al.
CURRENT MEDICAL RESEARCH AND OPINION (2014)
Prognostic models for stable coronary artery disease based on electronic health record cohort of 102 023 patients
Eleni Rapsomaniki et al.
EUROPEAN HEART JOURNAL (2014)
Predicting patient acuity from electronic patient records
Elina Kontio et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2014)
Prospective EHR-Based Clinical Trials: The Challenge of Missing Data
Hadi Kharrazi et al.
JOURNAL OF GENERAL INTERNAL MEDICINE (2014)
A novel scoring system to predict the development of necrotizing enterocolitis totalis in premature infants
Shonan Sho et al.
JOURNAL OF PEDIATRIC SURGERY (2014)
Development of a New Risk Score for Hospital-Associated Venous Thromboembolism in Noncritically Ill Children: Findings from a Large Single-Institutional Case-Control Study
Christie M. Atchison et al.
JOURNAL OF PEDIATRICS (2014)
Using electronic health record data to develop inpatient mortality predictive model: Acute Laboratory Risk of Mortality Score (ALaRMS)
Ying P. Tabak et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
A study in transfer learning: leveraging data from multiple hospitals to enhance hospital-specific predictions
Jenna Wiens et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
Medical decision support using machine learning for early detection of late-onset neonatal sepsis
Subramani Mani et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
Predicting changes in hypertension control using electronic health records from a chronic disease management program
Jimeng Sun et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
From vital signs to clinical outcomes for patients with sepsis: a machine learning basis for a clinical decision support system
Eren Gultepe et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
Launching PCORnet, a national patient-centered clinical research network
Rachael L. Fleurence et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
Toward personalizing treatment for depression: predicting diagnosis and severity
Sandy H. Huang et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2014)
Risk Prediction of Emergency Department Revisit 30 Days Post Discharge: A Prospective Study
Shiying Hao et al.
PLOS ONE (2014)
Development of an Electronic Medical Record Based Alert for Risk of HIV Treatment Failure in a Low-Resource Setting
Nancy Puttkammer et al.
PLOS ONE (2014)
Developing and evaluating a machine learning based algorithm to predict the need of pediatric intensive care unit transfer for newly hospitalized children
Haijun Zhai et al.
RESUSCITATION (2014)
Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry
Sunil Gupta et al.
BMJ OPEN (2014)
Predicting risk of upper gastrointestinal bleed and intracranial bleed with anticoagulants: cohort study to derive and validate the QBleed scores
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2014)
Patient No-Show Predictive Model Development using Multiple Data Sources for an Effective Overbooking Approach
D.A. Hanauer et al.
Applied Clinical Informatics (2014)
Preoperative prediction of type 2 diabetes remission after Roux-en-Y gastric bypass surgery: a retrospective cohort study
Christopher D. Still et al.
LANCET DIABETES & ENDOCRINOLOGY (2014)
Development and validation of a model to predict the 10-year risk of general practitioner-recorded COPD
Daniel Kotz et al.
NPJ PRIMARY CARE RESPIRATORY MEDICINE (2014)
Simple, standardized incorporation of genetic risk into non-genetic risk prediction tools for complex traits: coronary heart disease as an example
Benjamin A. Goldstein et al.
FRONTIERS IN GENETICS (2014)
Predicting out of intensive care unit cardiopulmonary arrest or death using electronic medical record data
Carlos A. Alvarez et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2013)
Symptoms and risk factors to identify women with suspected cancer in primary care: derivation and validation of an algorithm
Julia Hippisley-Cox et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2013)
Symptoms and risk factors to identify men with suspected cancer in primary care: derivation and validation of an algorithm
Julia Hippisley-Cox et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2013)
A predictive model to identify hospitalized cancer patients at risk for 30-day mortality based on admission criteria via the electronic medical record
Kavitha J. Ramchandran et al.
CANCER (2013)
Readmission after hospitalization for heart failure among patients with chronic kidney disease: a prediction model
Robert M. Perkins et al.
CLINICAL NEPHROLOGY (2013)
Electronic Health Record-Based Detection of Risk Factors for Clostridium difficile Infection Relapse
Courtney Hebert et al.
INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2013)
Development and validation of a continuous measure of patient condition using the Electronic Medical Record
Michael J. Rothman et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2013)
Relationship of Predictive Modeling to Receiver Operating Characteristics
Sandra Mandic et al.
Journal of Cardiopulmonary Rehabilitation and Prevention (2013)
A systematic review finds prediction models for chronic kidney disease were poorly reported and often developed using inappropriate methods
Navdeep Tangri et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (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)
Development of a 5 year life expectancy index in older adults using predictive mining of electronic health record data
Jason Scott Mathias et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2013)
A comparison of phenotype definitions for diabetes mellitus
Rachel L. Richesson et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2013)
Development and Validation of a Mortality Risk-Adjustment Model for Patients Hospitalized for Exacerbations of Chronic Obstructive Pulmonary Disease
Ying P. Tabak et al.
MEDICAL CARE (2013)
Using Enriched Observational Data to Develop and Validate Age-specific Mortality Risk Adjustment Models for Hospitalized Pediatric Patients
Ying P. Tabak et al.
MEDICAL CARE (2013)
Improved Cardiovascular Risk Prediction Using Nonparametric Regression and Electronic Health Record Data
Edward H. Kennedy et al.
MEDICAL CARE (2013)
Predicting Risk of Hospitalization or Death Among Patients Receiving Primary Care in the Veterans Health Administration
Li Wang et al.
MEDICAL CARE (2013)
Risk-adjusting Hospital Mortality Using a Comprehensive Electronic Record in an Integrated Health Care Delivery System
Gabriel J. Escobar et al.
MEDICAL CARE (2013)
Caveats for the Use of Operational Electronic Health Record Data in Comparative Effectiveness Research
William R. Hersh et al.
MEDICAL CARE (2013)
Predicting clinical deterioration in the hospital: The impact of outcome selection
Matthew M. Churpek et al.
RESUSCITATION (2013)
A new statistical approach to predict bacteremia using electronic medical records
Sung Joon Jin et al.
SCANDINAVIAN JOURNAL OF INFECTIOUS DISEASES (2013)
Predicting risk of emergency admission to hospital using primary care data: derivation and validation of QAdmissions score
Julia Hippisley-Cox et al.
BMJ OPEN (2013)
Choosing a model to predict hospital admission: an observational study of new variants of predictive models for case finding
John Billings et al.
BMJ OPEN (2013)
Derivation and validation of QStroke score for predicting risk of ischaemic stroke in primary care and comparison with other risk scores: a prospective open cohort study
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2013)
Prediction of morbidity and mortality in patients with type 2 diabetes
Brian J. Wells et al.
PEERJ (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)
Cardiovascular Disease Risk Assessment: Insights from Framingham
Ralph B. D'Agostino et al.
GLOBAL HEART (2013)
Predicting Risk of Hospitalization or Death Among Patients With Heart Failure in the Veterans Health Administration
Li Wang et al.
AMERICAN JOURNAL OF CARDIOLOGY (2012)
Development and validation of the excess mortality ratio-based Emergency Severity Index
Ki Jeong Hong et al.
AMERICAN JOURNAL OF EMERGENCY MEDICINE (2012)
Identifying patients with suspected colorectal cancer in primary care: derivation and validation of an algorithm
Julia Hippisley-Cox et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2012)
Identifying patients with suspected renal tract cancer in primary care: derivation and validation of an algorithm
Julia Hippsley-Cox et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2012)
Modified Metabolic Syndrome Criteria for Identification of Patients at Risk of Developing Diabetes and Coronary Heart Diseases: Longitudinal Assessment via Electronic Health Records
Marie-France Hivert et al.
CANADIAN JOURNAL OF CARDIOLOGY (2012)
Derivation of a cardiac arrest prediction model using ward vital signs
Matthew M. Churpek et al.
CRITICAL CARE 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)
Early detection of impending physiologic deterioration among patients who are not in intensive care: Development of predictive models using data from an automated electronic medical record
Gabriel J. Escobar et al.
JOURNAL OF HOSPITAL MEDICINE (2012)
The Art versus Science of Predicting Prognosis: Can a Prognostic Index Predict Short-Term Mortality Better than Experienced Nurses Do?
David J. Casarett et al.
JOURNAL OF PALLIATIVE MEDICINE (2012)
All At-Risk Patients Are Not Created Equal Analysis of Braden Pressure Ulcer Risk Scores to Identify Specific Risks
Ann N. Tescher et al.
JOURNAL OF WOUND OSTOMY AND CONTINENCE NURSING (2012)
Future of Electronic Health Records: Implications for Decision Support
Brian Rothman et al.
MOUNT SINAI JOURNAL OF MEDICINE (2012)
Accurately Predicting Bipolar Disorder Mood Outcomes Implications for the use of Electronic Databases
Alisa B. Busch et al.
MEDICAL CARE (2012)
Search Filters for Finding Prognostic and Diagnostic Prediction Studies in Medline to Enhance Systematic Reviews
Geert-Jan Geersing et al.
PLOS ONE (2012)
Derivation and validation of updated QFracture algorithm to predict risk of osteoporotic fracture in primary care in the United Kingdom: prospective open cohort study
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2012)
Exploring the Value of Clinical Data Standards to Predict Hospitalization of Home Care Patients
K. A. Monsen et al.
APPLIED CLINICAL INFORMATICS (2012)
Identifying women with suspected ovarian cancer in primary care: derivation and validation of algorithm
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2012)
Derivation and Validation of a Simple Model to Identify Venous Thromboembolism Risk in Medical Patients
Scott C. Woller et al.
AMERICAN JOURNAL OF MEDICINE (2011)
Derivation and Diagnostic Accuracy of the Surgical Lung Injury Prediction Model
Daryl J. Kor et al.
ANESTHESIOLOGY (2011)
A Clinical Prediction Model to Estimate Risk for 30-Day Adverse Events in Emergency Department Patients With Symptomatic Atrial Fibrillation
Tyler W. Barrett et al.
ANNALS OF EMERGENCY MEDICINE (2011)
Computerized prediction of intensive care unit discharge after cardiac surgery: development and validation of a Gaussian processes model
Geert Meyfroidt et al.
BMC MEDICAL INFORMATICS AND DECISION MAKING (2011)
Developing risk prediction models for type 2 diabetes: a systematic review of methodology and reporting
Gary S. Collins et al.
BMC MEDICINE (2011)
Identifying patients with suspected gastro-oesophageal cancer in primary care: derivation and validation of an algorithm
Julia Hippisley-Cox et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2011)
Identifying patients with suspected lung cancer in primary care: derivation and validation of an algorithm
Julia Hippisley-Cox et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2011)
Reviews
Mhairi-Clare Bradshaw
BRITISH JOURNAL OF GENERAL PRACTICE (2011)
Developing and Validating a Risk Score for Lower-Extremity Amputation in Patients Hospitalized for a Diabetic Foot Infection
Benjamin A. Lipsky et al.
DIABETES CARE (2011)
Hemoglobin A1c as a Predictor of Incident Diabetes
Peiyao Cheng et al.
DIABETES CARE (2011)
A simple risk score accurately predicts in-hospital mortality, length of stay, and cost in acute upper GI bleeding
John R. Saltzman et al.
GASTROINTESTINAL ENDOSCOPY (2011)
Electronic Prediction Rules for Methicillin-Resistant Staphylococcus aureus Colonization
Ari Robicsek et al.
INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2011)
Combining PubMed knowledge and EHR data to develop a weighted bayesian network for pancreatic cancer prediction
Di Zhao et al.
JOURNAL OF BIOMEDICAL INFORMATICS (2011)
Predicting Improvement in Urinary and Bowel Incontinence for Home Health Patients Using Electronic Health Record Data
Bonnie L. Westra et al.
JOURNAL OF WOUND OSTOMY AND CONTINENCE NURSING (2011)
Predicting Hospital-Acquired Infections by Scoring System with Simple Parameters
Ying-Jui Chang et al.
PLOS ONE (2011)
Estimating the Probability of Neonatal Early-Onset Infection on the Basis of Maternal Risk Factors
Karen M. Puopolo et al.
PEDIATRICS (2011)
Development and validation of risk prediction algorithm (QThrombosis) to estimate future risk of venous thromboembolism: prospective cohort study
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2011)
Predicting the risk of Chronic Kidney Disease in Men and Women in England and Wales: prospective derivation and external validation of the QKidney® Scores
Julia Hippisley-Cox et al.
BMC FAMILY PRACTICE (2010)
Use of an electronic administrative database to identify older community dwelling adults at high-risk for hospitalization or emergency department visits: The elders risk assessment index
Sarah J. Crane et al.
BMC HEALTH SERVICES RESEARCH (2010)
Reporting performance of prognostic models in cancer: a review
Susan Mallett et al.
BMC MEDICINE (2010)
Development and Validation of a Disease-Specific Risk Adjustment System Using Automated Clinical Data
Ying P. Tabak et al.
HEALTH SERVICES RESEARCH (2010)
Predicting Bacteremia among Patients Hospitalized for Skin and Skin-Structure Infections: Derivation and Validation of a Risk Score
Benjamin A. Lipsky et al.
INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY (2010)
Length of Stay Predictions Improvements Through the Use of Automated Laboratory and Comorbidity Variables
Vincent Liu et al.
MEDICAL CARE (2010)
Prediction Modeling Using EHR Data Challenges, Strategies, and a Comparison of Machine Learning Approaches
Jionglin Wu et al.
MEDICAL CARE (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)
Development of Inpatient Risk Stratification Models of Acute Kidney Injury for Use in Electronic Health Records
Michael E. Matheny et al.
MEDICAL DECISION MAKING (2010)
Predicting the risk of hyperkalemia in patients with chronic kidney disease starting lisinopril
Eric S. Johnson et al.
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY (2010)
Derivation, validation, and evaluation of a new QRISK model to estimate lifetime risk of cardiovascular disease: cohort study using QResearch database
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2010)
Predicting Risk of Osteoporotic Fracture in Men and Women in England and Wales: Prospective Derivation and Validation of QFractureScores
P. Mikosch
JOURNAL FUR MINERALSTOFFWECHSEL (2010)
Predictability of persistent frequent attendance: a historic 3-year cohort study
Frans T. H. M. Smits et al.
BRITISH JOURNAL OF GENERAL PRACTICE (2009)
The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration
Alessandro Liberati et al.
JOURNAL OF CLINICAL EPIDEMIOLOGY (2009)
Prediction of Chronic Obstructive Pulmonary Disease (COPD) in Asthma Patients Using Electronic Medical Records
Blanca E. Himes et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2009)
Predicting risk of osteoporotic fracture in men and women in England and Wales: prospective derivation and validation of QFractureScores
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2009)
Predicting risk of type 2 diabetes in England and Wales: prospective derivation and validation of QDScore
Julia Hippisley-Cox et al.
BMJ-BRITISH MEDICAL JOURNAL (2009)
Statistical evaluation of prognostic versus diagnostic models: Beyond the ROC curve
Nancy R. Cook
CLINICAL CHEMISTRY (2008)
Predictive value for the Chinese population of the Framingham CHD risk assessment tool compared with the Chinese multi-provincial cohort study
J Liu et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2004)
Research paper - Searching for clinical prediction rules in MEDLINE
BJ Ingui et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2001)
Systematic review of prognostic models in patients with acute stroke
C Counsell et al.
CEREBROVASCULAR DISEASES (2001)
Share Paper
