PDD-ET: Parkinson’s Disease Detection Using ML Ensemble Techniques and Customized Big Dataset

PDD-ET: Parkinson’s Disease Detection Using ML Ensemble Techniques and Customized Big Dataset

Parkinson’s disease (PD) is a neurological disorder affecting the nerve cells. PD gives rise to various neurological conditions, including gradual reduction in movement speed, tremors, limb stiffness, and alterations in walking patterns. Identifying Parkinson’s disease in its initial phases is cruci...

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Bibliographic Details
Main Authors: Kalyan Chatterjee, Ramagiri Praveen Kumar, Anjan Bandyopadhyay, Sujata Swain, Saurav Mallik, Aimin Li, Kanad Ray
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Information
Subjects:
Parkinson’s disease detection (PDD)
ensemble techniques (ETs)
big dataset
adaptive boosting (AB)
random forest (RF)
LSTM
Online Access:https://www.mdpi.com/2078-2489/14/9/502

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https://www.mdpi.com/2078-2489/14/9/502

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