Optimized Predictive Technique for Intelligent Classification (OPTIC): A Decision Tree Ensemble Approach for Neurodegenerative Disease Detection via G...
TL;DR
This study introduces OPTIC, a decision tree ensemble framework for early detection of neurodegenerative diseases like Parkinson's and Alzheimer's via gait pattern analysis, aiming to improve diagnostic accuracy and timely intervention.
Optimized Predictive Technique for Intelligent Classification (OPTIC): A Decision Tree Ensemble Approach for Neurodegenerative Disease Detection via Gait Pattern Analysis
Diksha Giri; Ranjit Panigrahi; Samrat Singh Bhandari; K. S. Hareesha; Moumita Pramanik; Victor C. Hugo de Albuquerque; Akash Kumar Bhoi
https://doi.org/10.1109/ACCESS.2025.3641295
Volume 14
Purpose of the Study: Neurodegenerative diseases such as Parkinson’s, Alzheimer’s, and Huntington’s progressively impair motor and cognitive functions, making early detection essential for timely intervention and improved quality of life. This study introduces the Optimized Predictive Technique for Intelligent Classification (OPTIC), a novel decision tree ensemble framework, designed to enhance th...