Projects
Healthcare AI innovations transforming clinical operations and patient care.
Technical Deep Dive & Case Studies
1. BrainSAIT - AI-Ambient Scribe & Interoperability
The Challenge: Clinical documentation in ICU and Neurosurgery is time-intensive, often leading to physician burnout and data loss. The Solution: A multi-agent AI system that captures ambient clinical conversations and converts them into structured FHIR-compliant notes using:
- BERT-based Clinical NER: Custom-trained models for extracting ICD-10 and SNOMED codes.
- Asynchronous Processing: FastAPI and Redis-driven pipeline for 99.9% uptime.
- NPHIES Integration: Native support for Saudi Arabia’s insurance platform.
2. GIVC Platform - Global Virtual Care
The Challenge: Making telemedicine accessible and interoperable across different health systems (Saudi vs. Sudan). The Solution: A cloud-native platform with:
- HL7 v2 to FHIR Bridge: Proprietary mapping logic built with
brainsait-pyheart. - Global Data Vault: Secure, region-specific encrypted storage complying with local regulations.
- AI Triage Layer: Real-time symptom analysis to prioritize critical cases.
3. Open Source Ecosystem
Creating standardized tools for the developer community:
-
pyheart: Focuses on the core of interoperability — message passing and standards. -
pybrain: Focuses on the intelligence — NLP, Predictive Models, and Clinical Logic.