Pilti Clinical
Support System
Advanced diagnostic intelligence for Radiology and Cardiology. Powered by next-gen Vision Transformers and Clinical Consensus Agents.
Multi-Engine Diagnostic Architecture
PCSS leverages specialized AI models for different modalities, ensuring precision and reliability in every analysis.
Radiology: RAD-DINO
Powered by next-gen Vision Transformers fine-tuned on million-scale datasets. Features 518x518 anatomical heatmaps and Attention Rollout for interpretability.
- Attention Rollout
- Consensus Agent
- DenesNet121 + ResNet50
Cardiology: HuBERT-ECG
Specialized Transformer for digitizing and interpreting paper-based ECG records. Detects arrhythmias and quantifies clinical metrics like HRV and SDNN.
- Paper-to-Digital
- Arrhythmia Detection
- NeuroKit2 Integration
Anomaly Defense
ResNetAE Autoencoder acting as an Out-of-Distribution (OOD) filter. Automatically rejects non-medical images to maintain system integrity and compliance.
- OOD Detection
- Autoencoder Filter
- Integrity Checks
Professional Clinical Suite
Automated Reporting
Generates high-fidelity PDF clinical reports complete with automated figure captions, technical appendices, and diagnostic probability charts.
Clinician Annotation
Interactive suite allows doctors to mark pathological areas on high-res X-rays and digitized ECG traces directly within the browser.
Enterprise Security
Built with a security-first architecture featuring 24-hour JWT session persistence and HMAC-SHA256 request signing for all diagnostic payloads.
Data Ingestion
Secure DICOM/ECG upload via encrypted gateway.
AI Analysis
Multi-model consensus processing (Rad-DINO + HuBERT).
Clinical Output
Automated PDF report generation with physician annotations.
Ready to upgrade your diagnostic workflow?
Join leading healthcare institutions leveraging PCSS for faster, more accurate diagnostics.
Contact Sales Team