KidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseases

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dc.contributor.authorHöhn, Markusen_US
dc.contributor.authorSchwindt, Sarahen_US
dc.contributor.authorHahn, Saraen_US
dc.contributor.authorPatyna, Sammyen_US
dc.contributor.authorBüttner, Stefanen_US
dc.contributor.authorKohlhammer, Jörnen_US
dc.contributor.editorAngelini, Marcoen_US
dc.contributor.editorEl-Assady, Mennatallahen_US
dc.date.accessioned2023-06-10T06:09:18Z
dc.date.available2023-06-10T06:09:18Z
dc.date.issued2023
dc.description.abstractChronic Kidney Diseases (CKD) are a prominent health problem. With an ongoing process, CKD leads to impaired kindey function with decreased ability to filter the patients' blood, concluding in multiple complications, like heart disease and finally death. We developed a prototype to support nephrologists to gain an overview of their CKD patients. The prototype visualizes the patients in cohorts according to their pairwise similarity. The user can interactively modify the similarity by changing the underlying weights of the included features. The prototype was developed in response to the needs of physicians due to a context of use analysis. A qualitative user study shows the need and suitability of our new approach.en_US
dc.description.sectionheadersDecision-making and Explanation
dc.description.seriesinformationEuroVis Workshop on Visual Analytics (EuroVA)
dc.identifier.doi10.2312/eurova.20231097
dc.identifier.isbn978-3-03868-222-6
dc.identifier.issn2664-4487
dc.identifier.pages55-60
dc.identifier.pages6 pages
dc.identifier.urihttps://doi.org/10.2312/eurova.20231097
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/eurova20231097
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing -> Visualization; Interface design prototyping; Visual analytics
dc.subjectHuman centered computing
dc.subjectVisualization
dc.subjectInterface design prototyping
dc.subjectVisual analytics
dc.titleKidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseasesen_US
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