Personalized Solutions for Foot Health: Machine Learning-Based Foot Condition Detection, Classification, and Recommendation of Customized Footwear

Personalized Solutions for Foot Health: Machine Learning-Based Foot Condition Detection, Classification, and Recommendation of Customized Footwear

Foot diseases such as plantar fasciitis and flat feet occur in millions of people worldwide, resulting in mobility problems and serious health complications. This paper presents an AI-based approach that uses machine learning to identify foot ailments, classify foot conditions, and suggest the right...

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Bibliographic Details
Main Authors: Sonaa Rajagopal, Muralikrishnan Mani, Shyam Venkatraman, R. Suganya
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Convolutional neural network (CNN)
gated recurrent unit (GRU)
long short-term memory (LSTM)
XGBoost
autoencoder
random forest
Online Access:https://ieeexplore.ieee.org/document/11062646/
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