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clinical-notes-to-fhir – Dataset by ai-galileo | AlphaNeural AI

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ai-galileo/
clinical-notes-to-fhir

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text-generation

token-classification

preference-learning

information-extraction

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SGRS-FHIR: A Preference Learning Dataset for Clinical FHIR Extraction

The first preference learning dataset for clinical FHIR extraction with structured error paths.

Key Insight

Structured extraction failures are training signal, not noise.

Unlike traditional datasets that discard generation failures, SGRS-FHIR intentionally captures both valid and invalid extractions with detailed error annotations. This enables:

Direct Preference Optimization (DPO): Train models to… See the full description on the dataset page: https://huggingface.co/datasets/ai-galileo/clinical-notes-to-fhir.