IEEE Machine Learning Projects 2025 2026 - Alzheimer’s & Depression Prediction Using EEG Signals | Full ML Project for Students

NeuroDetect: AI-Powered EEG Analysis for Early Detection of Alzheimer’s & Depression Get this Project : https://www.ieeexpert.com/ieee-python-projects-2021-2022-machine_learning-project-titles/ NeuroDetect is an AI-powered EEG interpretation system designed to transform raw brainwave patterns into clinically meaningful insights for early detection of Alzheimer’s disease and depression. 🩺 Problem Solved: Traditional diagnosis relies heavily on MRI-based assessments, which are expensive, time-consuming, and often fail to capture the subtle neurophysiological changes that occur in the early stages of neurodegeneration. Manual EEG interpretation requires expert neurologists and varies from case to case, creating delays and reducing diagnostic reliability. ⚙️ Our Approach: EEG Signal Acquisition → Preprocessing & Noise Removal → Neural Biomarker Extraction (Alpha Power, Coherence, Hemispheric Asymmetry) → Centroid-Based Classification Engine → Automated Alzheimer’s/Depression Prediction with 98% accuracy. The platform is supported by a lightweight web interface that enables fast, secure, and user-friendly analysis. 🧩 Tech Stack: Python | Machine Learning | Centroid-Based Classifier | Signal Processing | Flask Web App | HTML/CSS/JS | EEG Feature Engineering More Projects - https://www.ieeexpert.com/ieee-python-projects-2021-2022-machine_learning-project-titles/ Contact us on - +91 9363932473 Ieee Xpert, India. The Best Bulk Service Provider for IEEE Solutions Including Packages ======================= Base Paper Complete Source Code Complete Documentation Complete Presentation Slides Flow Diagram Database File Screenshots Execution Procedure Online Execution Support Addons Video Tutorials Supporting Softwares Final year B.Tech/B.E. students in Computer Science and Artificial Intelligence. Students looking for challenging and impressive final year CSE projects. Developers and researchers interested in the application of Reinforcement Learning in cybersecurity. Don't forget to: 👍 LIKE this video if you found it helpful! 💬 COMMENT below with your questions or project ideas! 🔔 SUBSCRIBE for more tutorials on advanced computer science projects and machine learning! #machinelearning #alzhimerdisease #mlprojects #finalyearproject #cseproject #artificalintelligence #medicalproject #brainproject