Concepedia

Using machine learning to support healthcare professionals in making preauthorisation decisions

Flávio H. D. Araújo, André M. Santana, Pedro de A. Santos Neto

International Journal of Medical Informatics · 2016 · 54 citations · 15 references

Concepts

ComputingBiomedical InformaticsHealth InformaticsClinical Decision SupportHealthcare Information SystemsMachine LearningClinical Decision-makingDecision Support AnalyticsDecision Support In HealthcareHealth Care Decision-makingPreauthorization PoliciesHealth Care Decision SupportMachine Learning Decision SupportMachine Learning For HealthcarePreauthorization VerificationPreauthorization Workflow

References

15

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Public Health, Biostatistics, Categorical Data Analysis +12

Induction of decision trees

J. R. Quinlan · Machine Learning · 1986 · 12.4K citations · Full text

Computing, Computer Science, Mathematics +8

Neural networks: A comprehensive foundation

Ryszard Tadeusiewicz · Control Engineering Practice · 1995 · 7.3K citations

Computing, Computer Science, Artificial Intelligence +13

A study of the behavior of several methods for balancing machine learning training data

Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard · ACM SIGKDD Explorations Newsletter · 2004 · 4.1K citations

Computing, Computer Science, Data Mining +10

The class imbalance problem: A systematic study1

Nathalie Japkowicz, Shaju Stephen · Intelligent Data Analysis · 2002 · 3.3K citations

Computing, Computer Science, Data Mining +8