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Full-Text Articles in Engineering
Improving Safety In Medical Devices From Concept To Retirements, Martin Mchugh, Fergal Mccaffery, Silvana Macmahon, Anita Finnega
Improving Safety In Medical Devices From Concept To Retirements, Martin Mchugh, Fergal Mccaffery, Silvana Macmahon, Anita Finnega
Books/Book Chapters
As with many domains the use of software within the healthcare industry is on the rise [1, 2] within the last 20 years.
Argumentation Theory In Health Care, Luca Longo, Bridget Kane, Lucy Hederman
Argumentation Theory In Health Care, Luca Longo, Bridget Kane, Lucy Hederman
Books/Book Chapters
Argumentation theory (AT) has been gaining momentum in the health care arena thanks to its intuitive and modular way of aggregating clinical evidence and taking rational decisions. The basic principles of argumentation theory are described and demonstrated in the breast cancer recurrence problem. It is shown how to represent available clinical evidence in arguments, how to define defeat relations among them and how to create a formal argumentation framework. Argumentation semantics are then applied over the built framework to compute arguments justification status. It is demonstrated how this process can enhance the clinician decision-making process. A encouraging predictive capacity is …
Argumentation Theory For Decision Support In Health-Care: A Comparison With Machine Learning, Luca Longo
Argumentation Theory For Decision Support In Health-Care: A Comparison With Machine Learning, Luca Longo
Books/Book Chapters
This study investigates role of defeasible reasoning and argumentation theory for decision-support in the health-care sector. The main objective is to support clinicians with a tool for taking plausible and rational medical decisions that can be better justified and explained. The basic principles of argumentation theory are described and demonstrated in a well known health scenario: the breast cancer recurrence problem. It is shown how to translate clinical evidence in the form of arguments, how to define defeat relations among them and how to create a formal argumentation framework. Acceptability semantics are then applied over this framework to compute arguments …