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07/11/2023
Assessing individual risk and the latent transmission of COVID-19 in a population with an interaction-driven temporal model
Interaction-driven modeling of diseases over real-world contact data has...
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02/07/2023
Towards a User Privacy-Aware Mobile Gaming App Installation Prediction Model
Over the past decade, programmatic advertising has received a great deal...
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11/23/2022
Implementation and Evaluation of a System for Assessment of The Quality of Long-Term Management of Patients at a Geriatric Hospital
Background The use of a clinical decision support system for assessing...
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04/03/2022
Meta-Learning Approaches for a One-Shot Collective-Decision Aggregation: Correctly Choosing how to Choose Correctly
Aggregating successfully the choices regarding a given decision problem ...
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03/15/2022
Analysis of the competition among viral strains using a temporal interaction-driven contagion model
The temporal dynamics of social interactions were shown to influence the...
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01/20/2022
Exploiting Meta-Cognitive Features for a Machine-Learning-Based One-Shot Group-Decision Aggregation
The outcome of a collective decision-making process, such as crowdsourci...
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05/18/2021
Implementation and Evaluation of a Multivariate Abstraction-Based, Interval-Based Dynamic Time-Warping Method as a Similarity Measure for Longitudinal Medical Records
We extended dynamic time warping (DTW) into interval-based dynamic time ...
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03/16/2021
Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain
We evaluated the DiscovErr system, in which we had previously implemente...
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03/13/2021
A Methodology for Bi-Directional Knowledge-Based Assessment of Compliance to Continuous Application of Clinical Guidelines
Clinicians often do not sufficiently adhere to evidence-based clinical g...
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02/22/2021
Distributed Application of Guideline-Based Decision Support through Mobile Devices: Implementation and Evaluation
Traditionally Guideline(GL)based Decision Support Systems (DSSs) use a c...
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02/03/2021
The Ethical Implications of Shared Medical Decision Making without Providing Adequate Computational Support to the Care Provider and to the Patient
There is a clear need to involve patients in medical decisions. However,...
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01/11/2021
The Semantic Adjacency Criterion in Time Intervals Mining
Frequent temporal patterns discovered in time-interval-based multivariat...
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02/17/2020
A New Methodology for Information Security Risk Assessment for Medical Devices and Its Evaluation
As technology advances towards more connected and digital environments, ...
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01/17/2018
Know Your Enemy: Characteristics of Cyber-Attacks on Medical Imaging Devices
Purpose: Used extensively in the diagnosis, treatment, and prevention of...
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01/30/2013
Utility Elicitation as a Classification Problem
We investigate the application of classification techniques to utility e...
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03/15/2012