Research-Grade Neurological AI

AI-Powered
Neurological Analysis

A unified platform for deep learning-based brain diagnostics. Detect Brain Tumors from MRI scans and classify Epileptic EEG signals — all in one place.

2 AI Modules

CNN MRI Engine

XGB EEG Engine

<1s Inference

Choose a Module

Select the diagnostic tool you need — each is a fully standalone AI system

MRI · CNN · 4 Classes

Brain Tumor Detection

Upload a brain MRI scan and get instant AI classification across Glioma, Meningioma, Pituitary, and No Tumor — with confidence scores and clinical context.

Drag & drop MRI image upload

4-class CNN classification

Confidence scores for all classes

Random sample from dataset

TensorFlow Keras CNN OpenCV 128×128px

Launch Module

EEG · XGBoost · Binary

Epilepsy Detection

Analyze EEG signal data to classify Epilepsy vs Non-Epilepsy patterns. Supports single sample analysis, batch CSV upload, and real-time waveform visualization.

Single & batch EEG analysis

Live EEG waveform chart

Probability gauge & distribution

CSV drag & drop batch upload

XGBoost 178 Features Chart.js Pandas

Launch Module

Built with Modern AI Stack

Production-grade machine learning deployed on Render's cloud infrastructure

TensorFlow / Keras

Convolutional Neural Network for MRI image classification

XGBoost

Gradient boosting for EEG signal epilepsy classification

OpenCV + NumPy

Image preprocessing pipeline for MRI scan normalization

Python / Flask

Unified REST API backend serving both diagnostic modules

Chart.js

Real-time EEG waveform visualization and batch result charts

Render Cloud

Auto keep-alive self-ping every 10 min on free tier

Research-Grade Diagnostics

NeuroScan AI combines two independent neurological AI models into a single unified platform. The Brain Tumor module uses a 4-layer CNN trained on thousands of labeled MRI scans, while the Epilepsy module deploys a high-accuracy XGBoost classifier processing 178 EEG signal features per sample.

⚠️ This platform is for research and educational purposes only. Results must not replace professional medical consultation or clinical diagnosis.

Select a Module

Choose Brain Tumor Detection (MRI) or Epilepsy Detection (EEG)

Upload Your Data

Drag & drop an MRI image or EEG CSV — or use a random dataset sample

Receive AI Analysis