A Fuzzy Cognitive Map to Evaluate a Medical Context

A fuzzy cognitive map is a graph that allows the representation of knowledge. Particularly, it focuses on systems where uncertainty exists. Fuzzy cognitive maps have been applied in medicine, notably for medical diagnosis. In contrast, this paper presents a case study focused on a medical context, where we evaluate the progress of the interactions between a patient, a multidisciplinary doctor's team, and the activities involved in the patient's recovery. In the rehabilitation process, there are uncertainties when monitoring the treatment established by the medical team, so we use computer-assisted collaborative work (CSCW) to help in measuring the interactions. In this sense, nowadays, doctors do not follow a method to record the patient's medical activities per the treatment plan. Therefore, in this work, we propose a fuzzy cognitive map to monitor and evaluate the activities involved in comprehensive stroke rehabilitation.

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Published
2024-10-28
DOI
https://doi.org/10.1109/conisoft63288.2024.00042
Citations
1
Primary Topic
Cognitive Science and Mapping
Type
article
Field-Weighted Citation Impact
0.35

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article

A Fuzzy Cognitive Map to Evaluate a Medical Context

Luis Alberto Morales-Rosales, Luis G. Montané-Jiménez, Sofía Isabel Fernández Gregorio
1 citations
Cognitive Science and Mapping
0.35
article

A Fuzzy Cognitive Map to Evaluate a Medical Context

Luis Alberto Morales-Rosales, Luis G. Montané-Jiménez, Sofía Isabel Fernández Gregorio
article en
1 citations

Abstract

A fuzzy cognitive map is a graph that allows the representation of knowledge. Particularly, it focuses on systems where uncertainty exists. Fuzzy cognitive maps have been applied in medicine, notably for medical diagnosis. In contrast, this paper presents a case study focused on a medical context, where we evaluate the progress of the interactions between a patient, a multidisciplinary doctor's team, and the activities involved in the patient's recovery. In the rehabilitation process, there are uncertainties when monitoring the treatment established by the medical team, so we use computer-assisted collaborative work (CSCW) to help in measuring the interactions. In this sense, nowadays, doctors do not follow a method to record the patient's medical activities per the treatment plan. Therefore, in this work, we propose a fuzzy cognitive map to monitor and evaluate the activities involved in comprehensive stroke rehabilitation.

Universidad Veracruzana (MX), Universidad Michoacana de San Nicolás de Hidalgo (MX)
Universidad Veracruzana
Openalex Percentile: Top 30%
Cognitive Science and Mapping
0.35
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A Fuzzy Cognitive Map to Evaluate a Medical Context — Luis Alberto Morales-Rosales, Luis G. Montané-Jiménez, et al. · (2024) | TGRS Research Map | TGRS