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Paper Details

Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets.
Front Big Data
3
2022
ML, patient
Author NameAffiliation
Gernot Marx
Gernot MarxUniversity Hospital RWTH Aachen
Johannes Bickenbach
Johannes BickenbachUniversity Hospital RWTH Aachen
Andreas SchuppertInstitute for Computational Biomedicine, RWTH Aachen University
Andreas SchuppertJoint Research Center for Computational Biomedicine, RWTH Aachen University
Andreas Schuppert
Andreas SchuppertInstitute for Computational Biomedicine, RWTH Aachen University
Andreas SchuppertJoint Research Center for Computational Biomedicine, RWTH Aachen University
Andreas Schuppert
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