Print Email Facebook Twitter Generating Private Contrastive Explanations with Differentially Private Classifiers and Foil Trees Title Generating Private Contrastive Explanations with Differentially Private Classifiers and Foil Trees Author Zirkzee, Wouter (TU Delft Electrical Engineering, Mathematics and Computer Science) Contributor Neerincx, M.A. (mentor) Picek, S. (graduation committee) Degree granting institution Delft University of Technology Programme Computer Science | Data Science and Technology Date 2021-04-29 Abstract Due to the rapid growth of diseases like diabetes, machine-learning (ML) advanced clinical decision support systems (CDSS) that support doctors or patients in their care might prove to be a valuable asset. In the battle to make healthcare more accessible, adopting ML techniques could be supportive in increasing the overalleffectiveness and efficiency of healthcare. However, the development of a CDSS is troubled by multiple problems. To reference this document use: http://resolver.tudelft.nl/uuid:84b94d3b-55b4-412c-b2db-ff41cbd25aa6 Part of collection Student theses Document type master thesis Rights © 2021 Wouter Zirkzee Files PDF Wouter_Zirkzee_Msc_CS_The ... _final.pdf 18.63 MB Close viewer /islandora/object/uuid:84b94d3b-55b4-412c-b2db-ff41cbd25aa6/datastream/OBJ/view