Open source LLMs with 7 to 12 billion parameters can identify tumor diagnoses, assign ICD-10 codes, and find first diagnosis dates in German urology notes with roughly 90% accuracy.
Der einheitliche onkologische Basisdatensatz (oBDS)
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Can open source large language models be used for tumor documentation in Germany? -- An evaluation on urological doctors' notes
Open source LLMs with 7 to 12 billion parameters can identify tumor diagnoses, assign ICD-10 codes, and find first diagnosis dates in German urology notes with roughly 90% accuracy.