Lost revenue and wasted capacity due to patient no-shows remain a critical challenge in many clinics, resulting in unclaimed clinic hours, unused diagnostic slots, idle team resources, and delayed care....
TL; DR This post presents a focused update on large-scale clinical de-identification benchmarks, emphasizing pipeline design, execution strategy, and infrastructure-aware performance. Rather than treating accuracy as an isolated metric, we...
A single short GPT-4o query consumes 0.43 Wh of electricity. Scale that to 700 million queries per day, and the annual electricity consumption equals 35,000 U.S. residential households, or 50...
Visual de-identification is the process of detecting and masking protected health information (PHI) inside scanned medical documents, images, and PDFs. PHI in visual documents can appear in printed headers, stamps,...
Doctors are taught a simple rule early in their training: When you hear hoofbeats, think horses, not zebras. In other words, the most common explanation is usually the right one....
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