- Customer Stories
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- One-Click AI Platform for Medical Image-to-Report Conversion
One-Click AI Platform for Medical Image-to-Report Conversion
Improving clinical decision-making with symbolic reasoning and generative AI.
Medical image to report conversion
Compliance with GDPR, EU AI Act, and HL7 FHIR standards
Radiologist performance boost
Measurable improvement in diagnostic speed, quality, and cost efficiency, achieved by combining symbolic reasoning (decision trees) with generative AI.
The collaboration with Blackthorn AI was outstanding, they worked at a high pace and responsibly.
Sven Jansen
CEO at Neo-Q Quality in Imaging GmbH
The challenge involved building a system capable of processing complex patient clinical data and X-ray imagery, maintaining consistency with medical protocols, and generating structured, explainable diagnostic reports.
Solution
The result was a powerful hybrid system – blending deterministic logic with generative intelligence – capable of delivering explainable diagnostics aligned with clinical standards.
To develop a building a system capable of processing complex patient clinical data and X-ray imagery, Blackthorn AI applied:
Project duration
1–4 Weeks
Data-to-report MVP (GPT-4o, Gemini 2.5); initial diagnostic report generation benchmark.
5–20 Weeks
Full integration of decision trees; connection to medical knowledge base; implementation of report versioning and prompt management workflows.
7–12 (parallel) Weeks
FastAPI backend, Dockerized microservices, Google Cloud deployment, and automated CI/CD pipeline.
21–24 Weeks
Testing and performance validation; documentation package; Swagger API docs; GitHub repositories; final system handover.
Team Size
Delivering Impact
1-Click
Medical image to report conversionSeamless AI-assisted reporting turns radiology data into structured insights with a single click.
3×
Radiologist performance boostAutomated image-to-report workflows accelerate diagnostics while maintaining interpretability and clinical reliability.
100%
Compliance with GDPR, EU AI Act, and HL7 FHIR standardsSecure, interoperable architecture ensuring regulatory readiness across the EU healthcare ecosystem.
