A retrieval-plus-fine-tuning pipeline for generating SOAP clinical summaries from doctor-patient conversations outperforms zero-shot GPT-4 models on a 20-conversation simulated test set.
Remembering what the doctor said: organization and adults’ memory for medical information,
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CLINICSUM: Utilizing Language Models for Generating Clinical Summaries from Patient-Doctor Conversations
A retrieval-plus-fine-tuning pipeline for generating SOAP clinical summaries from doctor-patient conversations outperforms zero-shot GPT-4 models on a 20-conversation simulated test set.