Classification of plantar foot alterations by fuzzy cognitive maps against multi-layer perceptron neural network

• Published in: Biocybernetics and biomedical engineering Vol. 40; no. 1; pp. 404 - 414
• Main Authors: Ramirez-Bautista, Julian Andres, Huerta-Ruelas, Jorge Adalberto, Kóczy, László T., Hatwágner, Miklós F., Chaparro-Cárdenas, Silvia L., Hernández-Zavala, Antonio
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2020
• Subjects: Computer-aided diagnosis; Disease diagnosis; Fuzzy cognitive maps; Neural networks; Optimization algorithm; Plantar pressure alterations; Optimization algorithm; Disease diagnosis; Fuzzy cognitive maps; Neural networks; Computer-aided diagnosis; Plantar pressure alterations

Load distribution analysis on foot surface allows knowing human mechanical behavior and aids the doctor in the detection of gait disorders like, the risk of foot ulcerations, leg discrepancy, and footprint alterations. Plantar pressure data combined with techniques that use integral reasoning produc...