Titlebook: Explainable Artificial Intelligence and Process Mining Applications for Healthcare; Third International Jose M. Juarez,Carlos Fernandez-Ll

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Understanding Prostate Cancer Care Process Using Process Mining: A Case Studydiagnosed with prostate cancer go through established procedures, and the decisions made about the treatments are vital due to cancer’s unfavorable essence evolution. In this context, prostate-specific antigen tests are helpful in stratifying surveillance and subsequent risk and are monitored for re

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Jose M. Juarez,Carlos Fernandez-Llatas,Alfredo Vel

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An Explainable AI Framework for Treatment Failure Model for Oncology Patientsvides explanations like feature analysis, counterfactual, and top risk factors that contribute to a treatment failure. As a result, the framework adds an explainability layer between treatment failure predictive model and oncologists, thereby enabling evidence based assistance to oncologists in desi

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Explanations of Symbolic Reasoning to Effect Patient Persuasion and Educationnations for AI in Notation3) to explain symbolic reasoning inferences in a trace-based, contrastive, and counterfactual way. We applied this framework to explain recommendations for Chronic Obstructive Pulmonary Disease (COPD) patients to avoid flare-ups. For evaluation, we propose a questionnaire t

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