Dia Trambitas is an AI Product Manager with deep expertise in Natural Language Processing and applied Generative AI. At John Snow Labs, Dia has led the development of the Generative AI Lab — a no-code platform for data annotation and model training — as well as the Medical Chatbot, a secure and domain-specific conversational AI assistant tailored for clinical environments. With a strong focus on practical deployments of cutting-edge AI, she has worked at the intersection of healthcare and technology, driving product innovation that empowers users to harness large language models safely and effectively. Passionate about transforming unstructured data into actionable insights, Dia brings a strategic and user-centered approach to building AI tools that are both powerful and accessible.
Automated ICD-10, CPT, LOINC, and SNOMED mapping breaks on negation, timing, and family context. See the technical framework and production evidence behind it. [caption id="attachment_113423" align="aligncenter" width="2560"] Entity recognition alone...
Risk adjustment models are only as complete as the codes they can see. A physician note describing "poorly controlled diabetes with early nephropathy and peripheral neuropathy, complicated by depression and...
How the John Snow Labs Terminology Server converts unstructured clinical narratives into standardized, machine-ready medical codes, bridging the gap between narrative medicine and healthcare analytics. Every day, hospitals and health...
There's a quiet crisis in healthcare analytics. Organizations are spending millions on AI models, disease registries, population health programs, and clinical research, and many of them are doing it on...
In industries where strict regulatory standards govern operations, achieving full auditability and operational transparency is critical—not optional. Generative AI Lab addresses these critical requirements with a powerful set of enhancements...
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