Explainer: An interactive Agent for Explaining the Diagnosis of Cardiac Arrhythmia Generated by IK-DCBRC
Journal Title: UNKNOWN - Year 2019, Vol 3, Issue 2
Abstract
Interactions between medical applications and users involve a high level of trust, since many complex, automated applications are integrated and involve critical domains in which public health is paramount. Although uncertainty decreases the accuracy and trust of such medical applications under these circumstances, explanation-aware computing becomes crucial in improving the efficiency of these applications. This paper describes an intelligent agent that interacts with users to provide meaningful explanations of previous diagnoses supported by IK-DCBRC. The agent ensures intelligent interactions with users via a rule-based system that generates appropriate explanations according to the selected level of abstraction and the detected cardiac arrhythmia. The paper also describes a particular medical application, that is, cardiac arrhythmia with automatic diagnoses supported by the case-based reasoning classifier, IK-DCBRC.
Authors and Affiliations
Abdeldjalil KHELASSI, Vania V Estrela, Jude Hemanth
A Compact Sift-Based Strategy for Visual Information Retrieval in Large Image Databases
This paper applies the Standard Scale Invariant Feature Transform (S-SIFT) algorithm to accomplish the image descriptors of an eye region for a set of human eyes images from the UBIRIS database despite photometric transf...
Welcome to Medical Technologies Journal
Welcome to Medical Technologies Journal MTJ. MTJ is an international peer-reviewed journal and an interdisciplinary one focusing on relevant innovations on medical technologies and findings relative to medicine. This edi...
Evaluation of the artherogenic potential of homocysteine and its cytotoxic effect on HUVECs
Background: In recent decades, several studies have shown that hyperhomocysteinemia is an independent risk factor for atherosclerosis. The objective of this work is, first, to assess the atherogenic potential of homocyst...
Medical and epidemiological impact of candidal biofilms, tridimensional architecture, and resistance
A hospital can be considered an ecosystem where the patient is found in contact with the microbial world and faces the risk of contracting an infection that is termed the nosocomial. Some opportunist pathogens yeast part...
Real-time sleep apnea detection using wavelet packet transform and support vector machines
Sleep apnea events as obstructive, central, mixed, or hypopnea are characterized by frequent breathing cessations or reduction in upper airflow during sleep. An advanced method for analyzing the patterning of biomedical...