New England Journal of Medicine · 2017 · 1.1K citations · 4 references
ComputingBiomedical InformaticsHealth InformaticsClinical Decision SupportMachine LearningPredictive AnalyticsDecision Support AnalyticsDecision Support In HealthcareHealthcare AnalyticsMedical Technology AssessmentPredictive Health ModelingRisk PredictionExpectationsHealthcare ForecastingMachine Learning Decision SupportMachine Learning For DiagnosisMachine Learning For HealthcareMachine Learning Forecasting ModelsMachine Learning Prediction ModelsPatient Outcome Prediction
Big data, we have all heard, promise to transform health care. But in the “hype cycle” of emerging technologies, machine learning now rides atop the “peak of inflated expectations,” and we need to better appreciate the technology’s capabilities and limitations.
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The Parable of Google Flu: Traps in Big Data Analysis
David Lazer, Ryan Kennedy, Gary King et al. · Science · 2014 · 2.5K citations · Full text