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HealthcareAI & MLCloud & DevOpsData Science
AI-Powered Diagnostics Platform for Leading Hospital Chain
Fortune 500 Healthcare Provider
94.7% diagnostic accuracy (surpassing human baseline of 87%)
Report turnaround reduced from 48 hours to 45 minutes
$12M annual cost savings in radiology operations
Scaled to 200+ locations across 3 countries
The Challenge
A major hospital chain with 200+ locations needed to reduce diagnostic error rates and accelerate radiology report turnaround from 48 hours to under 2 hours.
Our Solution
Built an AI-powered diagnostic platform using deep learning models trained on 2M+ medical images. Deployed a real-time inference engine on AWS with HIPAA-compliant infrastructure. Integrated with existing PACS/RIS systems via HL7 FHIR APIs.
Key Results
94.7% diagnostic accuracy (surpassing human baseline of 87%)
Report turnaround reduced from 48 hours to 45 minutes
$12M annual cost savings in radiology operations
Scaled to 200+ locations across 3 countries
Technology Stack
PyTorchAWS SageMakerKubernetesFastAPIReact
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