Höhn, Markus ; Schwindt, Sarah ; Hahn, Sara ; Patyna, Sammy ; Büttner, Stefan ; Kohlhammer, Jörn
Hrsg.: The Eurographics Association (2023)
KidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseases.
International Workshop on Visual Analytics 2023.
doi: 10.2312/eurova.20231097
Konferenzveröffentlichung, Bibliographie
Kurzbeschreibung (Abstract)
Chronic 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.
| Typ des Eintrags: | Konferenzveröffentlichung |
|---|---|
| Erschienen: | 2023 |
| Autor(en): | Höhn, Markus ; Schwindt, Sarah ; Hahn, Sara ; Patyna, Sammy ; Büttner, Stefan ; Kohlhammer, Jörn |
| Art des Eintrags: | Bibliographie |
| Titel: | KidCAD: An Interactive Cohort Analysis Dashboard of Patients with Chronic Kidney Diseases |
| Sprache: | Englisch |
| Publikationsjahr: | 12 Juni 2023 |
| Ort: | Leipzig |
| Veranstaltungstitel: | International Workshop on Visual Analytics 2023 |
| DOI: | 10.2312/eurova.20231097 |
| URL / URN: | https://diglib.eg.org/handle/10.2312/eurova20231097 |
| Kurzbeschreibung (Abstract): | Chronic 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. |
| Fachbereich(e)/-gebiet(e): | 16 Fachbereich Maschinenbau 16 Fachbereich Maschinenbau > Institut für Arbeitswissenschaft (IAD) 03 Fachbereich Humanwissenschaften 03 Fachbereich Humanwissenschaften > Institut für Psychologie 03 Fachbereich Humanwissenschaften > Institut für Psychologie > Arbeits- und Ingenieurpsychologie |
| Hinterlegungsdatum: | 08 Aug 2023 07:14 |
| Letzte Änderung: | 08 Aug 2023 07:15 |
| PPN: | 510428363 |
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