AI-Powered Tools for Dementia Care
NeuroPath provides comprehensive MRI analysis using advanced Graph Neural Networks to support early detection and monitoring of dementia-related conditions.
Processing Time
< 3 min
End-to-End Clinical Workflow
Comprehensive analysis pipeline designed for clinical integration. From upload to report generation in a seamless, validated workflow.
Upload & QC
NIfTI file validation with automatic header verification and quality checks
Segmentation
GNN-based brain structure segmentation with region-specific volumetrics
Radiomics
Quantitative feature extraction with normative cohort z-score analysis
Classification
AI-powered multi-class prediction with calibrated confidence intervals
Clinical-Grade AI Capabilities
Built on state-of-the-art graph neural networks, validated against major neuroimaging cohorts, and designed for clinical deployment.
Brain Structure Segmentation
Automated delineation of key neuroanatomical structures using GNN-SegNet-v3. Generate region-specific masks for hippocampus, cortex, white matter, and ventricles with sub-millimeter precision.
- Multi-region parcellation (32 structures)
- ICV-normalized volumetric measurements
- NIfTI mask export for downstream analysis
Quantitative Radiomics
Extract 100+ validated radiomic features including shape, intensity, and texture metrics. Compare against normative datasets with automatic outlier detection (|z-score| ≥ 2).
- Morphometric & texture analysis
- Normative cohort comparison
- CSV/JSON export for research
Multi-Class AI Diagnosis
GNN-powered classifier trained on 10,000+ cases provides probabilistic predictions for normal, preclinical, MCI, vascular dementia, and Alzheimer's disease with calibrated 95% confidence intervals.
- 5-class dementia classification
- SHAP-based feature attribution
- Calibrated confidence intervals
Enterprise-Grade Security
HIPAA-compliant infrastructure with end-to-end encryption, automatic file purging, and comprehensive audit logging. No PHI storage by default. TLS 1.3 for all transfers.
- AES-256 encryption at rest
- Auto-purge after 24 hours
- SOC 2 Type II compliant
Trusted by Clinical Professionals
NeuroPath has been validated in clinical settings and is designed to augment—not replace—clinical expertise. Our models are trained on diverse, representative cohorts and provide transparent, interpretable results.