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Advancing Neurological Disease Prediction through Machine Learning Techniques
Artificial Intelligence and Machine Learning can improve early detection of neurological diseases, allowing timely intervention and better patient care.
Neurological disorders like Parkinson's, epilepsy, and multiple sclerosis require early identification to improve treatment and outcomes.
Advanced Machine Learning algorithms can analyze EEG signals and clinical data for earlier and more accurate disease prediction.
Gradient Boosting reached 89% accuracy for Parkinson's prediction, and KNN achieved 85% accuracy for epilepsy detection, showing strong diagnostic potential.