Explainable Artificial Intelligence and Process Mining Applications for Healthcare
Third International Workshop, XAI-Healthcare 2023, and First International Workshop, PM4H 2023, Portoroz, Slovenia, June 15, 2023, Proceedings
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Book and Conference Proceedings
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Chapter
Supplementary Online Resources for the Development of Behaviour Change Support Competencies
The final chapter presents open-access educational products that supplement this book: case studies and a web application to simulate behaviour change support in persons with chronic disease. The former is of ...
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Article
A Review of Mortality Risk Prediction Models in Smartphone Applications
Healthcare professionals in healthcare systems need access to freely available, real-time, evidence-based mortality risk prediction smartphone applications to facilitate resource allocation. The objective of ...
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Article
Special Issue on Data Mining in Health Informatics
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Chapter and Conference Paper
Building Classifier Cellular Automata
Ensembles of classifiers have the ability to boost classification accuracy comparing to single classifiers and are a commonly used method in the field of machine learning. However in some cases ensemble constr...
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Chapter and Conference Paper
Improving Classification Accuracy Using Cellular Automata
Ensembles of classifiers have the ability to boost classification accuracy comparing to single classifiers and are a commonly used method in the field of machine learning. However in some cases ensemble constr...
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Chapter and Conference Paper
Verifying Clinical Criteria for Parkinsonian Disorders with CART Decision Trees
The possibility for an expert to verify and evaluate a decision tree is the major advantage of using this machine learning method, especially for medical diagnostics. In this paper we explore the use of a mach...
