Can the Plantar Pressure and Temperature Data Trend Show the Presence of Diabetes? A Comparative Study of a Variety of Machine Learning Techniques

Can the Plantar Pressure and Temperature Data Trend Show the Presence of Diabetes? A Comparative Study of a Variety of Machine Learning Techniques

This study aimed to explore the potential of predicting diabetes by analyzing trends in plantar thermal and plantar pressure data, either individually or in combination, using various machine learning techniques. A total of twenty-six participants, comprising thirteen individuals diagnosed with diab...

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Bibliographic Details
Main Authors: Eduardo A. Gerlein, Francisco Calderón, Martha Zequera-Díaz, Roozbeh Naemi
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Algorithms
Subjects:
diabetes prediction
thermal analysis
plantar pressure
machine learning
Online Access:https://www.mdpi.com/1999-4893/17/11/519
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https://www.mdpi.com/1999-4893/17/11/519

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