Roadmap

MedInsight development plans.

Q3 2026

Documentation and DX

• [x] MkDocs documentation site
• [ ] English user-guide version
• [ ] Auto-generate API markdown from OpenAPI

DICOM

• [ ] DICOM ZIP support (multi-file studies)
• [ ] Image annotations
• [ ] DICOM metadata integration in GPT predictions

Security

• [ ] 2FA (TOTP)
• [ ] Audit export to SIEM
• [ ] PostgreSQL as recommended prod DB

Q4 2026

Clinical features

• [ ] HL7 FHIR import/export
• [ ] PDF report templates
• [ ] Appointment calendar

AI

• [ ] Fine-tuned models on anonymized data
• [ ] Prediction explainability (SHAP-like)
• [ ] RAG over clinical guidelines

Infrastructure

• [ ] Kubernetes Helm chart
• [ ] Multi-region backup (S3)
• [ ] Horizontal scaling Celery workers

2027+

• Mobile app (React Native)
• Integration with EGISZ (Russia)
• Offline-first for field studies
• Medical device certification (if required)

How to suggest a feature

1. Open an issue on GitHub
2. Describe the use case and user role
3. Priority is set by clinic requests and security needs

Principles

• Privacy first — encryption, tenant isolation
• Clinical safety — AI as decision support, not diagnosis
• Simple UX — for clinicians without IT training