HEALTH
Can AI Doctors Make Sense of Medical Notes?
Fri Jan 03 2025
You're a doctor, sifting through countless pages of handwritten medical notes. It's a tough job! Now, think about an AI trying to do the same. That's what researchers are testing – using big language models like gpt-3. 5-turbo-1106 and gpt-4-1106-preview to make sense of these notes. They compared how well these AI models identify and group patient health issues, especially in cancer records, against what trained human experts do. The goal? To see if AI can be accurate, quick, and cost-effective at organizing medical data.
The study showed that while AI models are fast and cheaper, they might not always catch complex medical details like humans do. It's like when you use a spell-checker – it's quick, but it might miss nuanced language. So, the idea isn't to replace doctors, but to help them sort through endless notes more easily. After all, who wouldn't want a little AI assistance in the vast world of medical records?
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questions
Is the accuracy of these models a cover-up for a hidden agenda to replace human healthcare workers?
How accurate are large language models like GPT-3.5 and GPT-4 in identifying patient comorbidities compared to human evaluators?
What are the efficiency gains of using large language models for extracting information from clinical reports?
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