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。Using prescription claims to detect aberrant behaviors with opioids: comparison and validation of 5 algorithms
Kathryn Rough et al.
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY (2019)
Performance of the Centers for Medicare & Medicaid Services' Opioid Overutilization Criteria for Classifying Opioid Use Disorder or Overdose
Yu-Jung Jenny Wei et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2019)
Predicting opioid dependence from electronic health records with machine learning
Randall J. Ellis et al.
BIODATA MINING (2019)
Evaluation of Machine-Learning Algorithms for Predicting Opioid Overdose Risk Among Medicare Beneficiaries With Opioid Prescriptions
Wei-Hsuan Lo-Ciganic et al.
JAMA NETWORK OPEN (2019)
Overdose Deaths Involving Opioids, Cocaine, and Psychostimulants - United States, 2015-2016
Puja Seth et al.
MMWR-MORBIDITY AND MORTALITY WEEKLY REPORT (2018)
Estimated Prevalence of Opioid Use Disorder in Massachusetts, 2011-2015: A Capture-Recapture Analysis
Joshua A. Barocas et al.
AMERICAN JOURNAL OF PUBLIC HEALTH (2018)
Automatable algorithms to identify nonmedical opioid use using electronic data: a systematic review
Chelsea Canan et al.
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION (2017)
An Examination of Claims-based Predictors of Overdose from a Large Medicaid Program
Gerald Cochran et al.
MEDICAL CARE (2017)
Identification of Opioid Abuse or Dependence: No Tool Is Perfect
Hemant Goyal et al.
AMERICAN JOURNAL OF MEDICINE (2017)
A Tool to Assess Risk of De Novo Opioid Abuse or Dependence
Thomas Ciesielski et al.
AMERICAN JOURNAL OF MEDICINE (2016)
Lock-In Programs and the Opioid Epidemic: A Call for Evidence
Andrew W. Roberts et al.
AMERICAN JOURNAL OF PUBLIC HEALTH (2016)
Relationship between Nonmedical Prescription-Opioid Use and Heroin Use
Wilson M. Compton et al.
NEW ENGLAND JOURNAL OF MEDICINE (2016)
Application of Machine Learning Techniques to High-Dimensional Clinical Data to Forecast Postoperative Complications
Paul Thottakkara et al.
PLOS ONE (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)
Automated Prediction of Risk for Problem Opioid Use in a Primary Care Setting
Timothy R. Hylan et al.
JOURNAL OF PAIN (2015)
Defining Nonmedical Use of Prescription Opioids Within Health Care Claims: A Systematic Review
Gerald Cochran et al.
SUBSTANCE ABUSE (2015)
STARD 2015: an updated list of essential items for reporting diagnostic accuracy studies
Patrick M. Bossuyt et al.
BMJ-BRITISH MEDICAL JOURNAL (2015)
STARD 2015: an updated list of essential items for reporting diagnostic accuracy studies
Patrick M. Bossuyt et al.
BMJ-BRITISH MEDICAL JOURNAL (2015)
Rates of Opioid Dispensing and Overdose After Introduction of Abuse-Deterrent Extended-Release Oxycodone and Withdrawal of Propoxyphene
Marc R. Larochelle et al.
JAMA INTERNAL MEDICINE (2015)
The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets
Takaya Saito et al.
PLOS ONE (2015)
Why the C-statistic is not informative to evaluate early warning scores and what metrics to use
Santiago Romero-Brufau et al.
CRITICAL CARE (2015)
Opioid Utilization and Opioid-Related Adverse Events in Nonsurgical Patients in US Hospitals
Shoshana J. Herzig et al.
JOURNAL OF HOSPITAL MEDICINE (2014)
Classification and definition of misuse, abuse, and related events in clinical trials: ACTTION systematic review and recommendations
Shannon M. Smith et al.
PAIN (2013)
Intertwined Epidemics: National Demographic Trends in Hospitalizations for Heroin- and Opioid-Related Overdoses, 1993-2009
George Jay Unick et al.
PLOS ONE (2013)
Assessing Opioid Shopping Behaviour A Large Cohort Study from a Medication Dispensing Database in the US
M. Soledad Cepeda et al.
DRUG SAFETY (2012)
Doctor and Pharmacy Shopping for Controlled Substances
Gretchen L. Peirce et al.
MEDICAL CARE (2012)
A Model to Identify Patients at Risk for Prescription Opioid Abuse, Dependence, and Misuse
J. Bradford Rice et al.
PAIN MEDICINE (2012)
A prediction model for COPD readmissions: catching up, catching our breath, and improving a national problem
Bravein Amalakuhan et al.
JOURNAL OF COMMUNITY HOSPITAL INTERNAL MEDICINE PERSPECTIVES (2012)
Use of Hundreds of Electrocardiographic Biomarkers for Prediction of Mortality in Postmenopausal Women The Women's Health Initiative
Eiran Z. Gorodeski et al.
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2011)
Identifying Important Risk Factors for Survival in Patient With Systolic Heart Failure Using Random Survival Forests
Eileen Hsich et al.
CIRCULATION-CARDIOVASCULAR QUALITY AND OUTCOMES (2011)
Development and Validation of a Quantitative Real-Time Polymerase Chain Reaction Classifier for Lung Cancer Prognosis
Guoan Chen et al.
JOURNAL OF THORACIC ONCOLOGY (2011)
Opioid Prescriptions for Chronic Pain and Overdose A Cohort Study
Kate M. Dunn et al.
ANNALS OF INTERNAL MEDICINE (2010)
Risks for possible and probable opioid misuse among recipients of chronic opioid therapy in commercial and medicaid insurance plans: The TROUP Study
Mark D. Sullivan et al.
PAIN (2010)
A decision support system to facilitate management of patients with acute gastrointestinal bleeding
Adrienne Chu et al.
ARTIFICIAL INTELLIGENCE IN MEDICINE (2008)
Non-medical use, abuse and dependence on prescription opioids among US adults: Psychiatric, medical and substance use correlates
William C. Becker et al.
DRUG AND ALCOHOL DEPENDENCE (2008)
Patterns of Abuse Among Unintentional Pharmaceutical Overdose Fatalities
Aron J. Hall et al.
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION (2008)
Predictors of opioid misuse in patients with chronic pain: a prospective cohort study
Timothy J. Ives et al.
BMC HEALTH SERVICES RESEARCH (2006)
Predicting aberrant behaviors in opioid-treated patients: Preliminary validation of the opioid risk tool
LR Webster et al.
PAIN MEDICINE (2005)
Estimation of the Youden index and its associated cutoff point
R Fluss et al.
BIOMETRICAL JOURNAL (2005)
Regularization and variable selection via the elastic net
H Zou et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
Frequency of uterine contractions and the risk of spontaneous preterm delivery.
JD Iams et al.
NEW ENGLAND JOURNAL OF MEDICINE (2002)
分享论文
