Field notes from Lithuania's medical AI conference: local models win on patient privacy

EmilPi · reddit · 2026-10-21

A first-hand report from Lithuania's conference on AI Technologies in Medicine. Key takeaway: medical researchers genuinely run local models, since strict patient-data privacy leaves no alternative. Highlights include AIML.lt's open-weights multilingual medical QA models (laya-multilingual-lt-med, Qwen3.5-4B-LT-med), an MCP server helping geneticists evaluate chromosomal rearrangement breakpoints in rare diseases, local-model bulk translation of medical datasets into Lithuanian, and classical ML work on chest X-ray diagnostic reliability. Models mentioned: Qwen3.5-4B, Qwen3.6-35B-A3B, Qwen3.5-122B-A10B, medgemma-27B — often outdated due to long academic cycles. Regulators focused on funding and patient-data/application safety.

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