An explainable diagnostic dashboard that classifies EEG signals and presents trustworthy predictions to clinicians.
Several ML architectures are trained and the best is selected automatically, with SHAP and LIME making each prediction clinically interpretable. Reports are secured through Hyperledger-based SHA-256 hashing that detects tampering, and detailed PDFs are generated with room to expand into depression, anxiety and OCD screening.
Clinicians will not act on an EEG classification they cannot interrogate, and a diagnostic report that can be silently edited after issue is a medico-legal liability.
Automate model selection so accuracy is not left to guesswork, attach SHAP and LIME explanations to every prediction, and hash each issued report onto a permissioned ledger so tampering is detectable.
Multi-Model EEG Classification
Automatic best-model selection across several ML architectures.
Explainable AI (SHAP, LIME)
Makes predictions clear and clinically trustworthy.
Blockchain-Secured Reports
Hyperledger-based SHA-256 hashing detects report tampering.
PDF Report Generation
Detailed reports with room to expand to depression, anxiety, and OCD.
Machine Learning
Explainability
Blockchain
Application
Signal upload
EEG recordings are ingested and preprocessed.
Model selection
Several architectures compete; the best is chosen.
Classification
The selected model produces a prediction.
Explanation
SHAP and LIME expose the deciding features.
Secured reporting
The PDF report is hashed onto the ledger.
Every project is quoted individually, because the price depends on the modules you need, your technology stack, your college's format and your deadline. Send us the project name on WhatsApp and we'll share a quote the same day.
Yes. Share your guide's requirements, preferred technology stack and abstract format, and we adapt the modules, dataset or UI accordingly.
That is the point of the explanation session. We walk you through the architecture, every module, the flow of data and the results, and hand over a viva question bank with answers.
We help you with setup end to end — dependencies, environment, database and configuration — over chat or a call until it runs on your machine.
Yes. Post-delivery support is included, so you can come back for fixes, doubts or demo help even after the project is delivered.
Get complete source code, documentation, PPT, explanation, and support.
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