ICD-9
PulseAugur coverage of ICD-9 — every cluster mentioning ICD-9 across labs, papers, and developer communities, ranked by signal.
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New framework improves automated ICD coding using multimodal data and LLM re-ranking
Researchers have developed a novel two-stage framework for automated ICD coding, addressing limitations in current methods. This new approach integrates multimodal patient data, including structured electronic health re…
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New framework LearnActCoder improves clinical coding accuracy by learning from errors
Researchers have developed LearnActCoder, a framework designed to improve the accuracy of clinical coding agents by learning from past errors. This system creates a structured Mistake Knowledge Database (MistakeKDB) tha…
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Rosetta system reconstructs metadata from data values in undocumented warehouses
Researchers have developed a system called Rosetta to reconstruct metadata from data values in undocumented warehouses, addressing the challenge of cryptic identifiers and absent documentation. Rosetta integrates a lang…
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Multi-version training boosts rare ICD code prediction accuracy
Researchers have developed a multi-version training approach to improve the accuracy of automated clinical coding, particularly for rare medical codes. By incorporating data from different versions of the International …