Benchmarking the Impact of Data Quality Dimensions on Predictive Analytics Systems Across Healthcare and Life Science Workflows
From hospital readmission risk to patient stratification based on biomarkers, predictive analytics systems have become integral to the healthcare and life-science value chain. These systems are traditionally judged by their predictive accuracy with the tacit assumption that their input data is clean, complete and stabl...