Transforming Clinical Radiology with Real-Time Computer Vision

Our client—a network of 14 multispecialty hospitals—faced significant bottlenecks in radiological scan triage. ARKESH Technology architected and deployed a HIPAA-compliant, edge-accelerated Deep Learning diagnostic platform capable of analyzing MRI, CT, and X-ray images in under 400 milliseconds.

Key Technical Innovations

• Custom Convolutional Neural Networks (CNNs) fine-tuned on 2.4M annotated DICOM scans.
• NVIDIA TensorRT inference engine optimizing throughput on AWS EC2 G5 instances.
• Interactive heatmap overlay indicating pulmonary nodules and bone fractures with confidence scores.
• DICOM / PACS bidirectional integration enabling zero-disruption radiologist workflow.

Project Outcomes & Clinical Impact