Miscoding Alerts Within Hospital Datasets: An Unsupervised Machine Learning Approach

This publication has 10 references indexed in Scilit:

• A Probabilistic Programming Approach for Outlier Detection in Healthcare Claims
  2016
• A survey on the state of healthcare upcoding fraud analysis and detection
  Health Services and Outcomes Research Methodology, 2016
• Comorbidity Coding Trends in Hospital Administrative Databases
  2016
• Hospital payment systems based on diagnosis-related groups: experiences in low- and middle-income countries
  Bulletin of the World Health Organization, 2013
• Decision tree classifiers for automated medical diagnosis
  Neural Computing and Applications, 2012
• Comprehensive Decision Tree Models in Bioinformatics
  PLOS ONE, 2012
• Unsupervised DRG Upcoding Detection in Healthcare Databases
  2010
• On Association Coefficients for 2×2 Tables and Properties That Do Not Depend on the Marginal Distributions
  Psychometrika, 2008
• How Do Hospitals Respond to Price Changes?
  2003
• Decision Trees: An Overview and Their Use in Medicine
  Journal of Medical Systems, 2002