Interactive Visualization of Machine Learning Model Results Predicting Infection Risk
Loading...
Date
2022
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
We present a novel visual-interactive interface to show results of a machine learning algorithm, which predicts the infection probability for patients in hospitals. The model result data is complex and needs to be presented in a clear and intuitive way to microbiology and infection control experts in hospitals. Our visual-interactive interface offers linked views which allow for detailed analysis of the model results. Feedback from microbiology and infection control experts showed that they were able to extract new insights regarding outbreaks and transmission pathways.
Description
CCS Concepts: Human-centered computing --> Visual analytics; Computing methodologies --> Artificial intelligence
@inproceedings{10.2312:evp.20221113,booktitle = {EuroVis 2022 - Posters},editor = {Krone, Michael andLenti, Simone andSchmidt, Johanna},title = {{Interactive Visualization of Machine Learning Model Results Predicting Infection Risk}},author = {Schäfer, Steffen andBaumgartl, Tom andWulff, Antje andKuijper, Arjan andMarschollek, Michael andScheithauer, Simone andvon Landesberger, Tatiana},year = {2022},publisher = {The Eurographics Association},ISBN = {978-3-03868-185-4},DOI = {10.2312/evp.20221113}}