Publications by authors named "Md Alomgeer Hussein"
Parkinson's Disease (PD) is a prevalent neurodegenerative disorder with significant clinical implications. Early and accurate diagnosis of PD is crucial for timely intervention and personalized treatment. In recent years, Machine Learning (ML) and Deep Learning (DL) techniques have emerged as promis-ing tools for improving PD diagnosis.
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- Chronic kidney disease (CKD) is a serious lifelong condition caused by issues like kidney cancer or declining kidney function, but early detection and treatment can slow its progression to end-stage renal failure.
- This study explores various machine learning techniques for early CKD diagnosis, using predictive modeling to identify relevant data factors and reduce the initial 25 variables to a more manageable subset.
- The research tested 12 machine learning classifiers, achieving impressive results with the XgBoost model, which reported an accuracy of 0.983, indicating the potential of these advanced methods in improving kidney disease diagnosis.