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09/16/2022
Assessment of cognitive characteristics in intelligent systems and predictive ability
The article proposes a universal dual-axis intelligent systems assessmen...
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06/10/2022
Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes
Within Process mining, discovery techniques had made it possible to cons...
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04/16/2021
Why Machine Learning Integrated Patient Flow Simulation?
Patient flow analysis can be studied from a clinical and or operational ...
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07/25/2020
Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability
The paper presents the approach for the building of consistent and appli...
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04/15/2020
Investigating Coordination of Hospital Departments in Delivering Healthcare for Acute Coronary Syndrome Patients using Data-Driven Network Analysis
Healthcare systems are challenged to deliver high-quality and efficient ...
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04/02/2020
Surrogate-assisted performance tuning of knowledge discovery algorithms: application to clinical pathway evolutionary modeling
The paper proposes an approach for surrogate-assisted tuning of knowledg...
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02/28/2020
The Atrial Fibrillation Risk Score for Hyperthyroidism Patients
Thyrotoxicosis (TT) is associated with an increase in both total and car...
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09/12/2018
A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification
Complex systems' modeling and simulation are powerful ways to investigat...
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04/18/2017