Design

Building a Zero-Code DICOM Ingestion Pipeline with Orthanc

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The Real Problem: Ingestion Is Not the Product In medical imaging platforms, ingestion is often treated as a prerequisite rather than a core problem. Yet teams repeatedly invest months building custom pipelines just to move DICOM files from point A to point B. A typical from-scratch ingestion pipeline ends up requiring filesystem watchers or DICOM … [Read more…]

A Practical Architecture for Large-Scale Clinical Data Ingestion

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Clinical environments generate vast amounts of operational data from electronic medical records, oncology information systems, PACS archives, and imaging and treatment-planning platforms. This data has enormous value for research, AI model development, and quality improvement. Yet pulling this data from production systems in a form suitable for analysis is exceptionally difficult. The core challenge is … [Read more…]