Very interesting! Is it possible to look at medical device safety using publicly available data on adverse events, FDA warning letters and safety communications?
Hi Naveen, to some extent it is possible to use medical guidelines, FDA warning letters and other public data to check how much do AI models follow such recommendations. I'm working on another project on grounding AI models on medical guidelines - should be published here in a week at most. I would still assume that the biggest test is real world hospital data, if we want to use such tools in medical practice.
Very interesting! Is it possible to look at medical device safety using publicly available data on adverse events, FDA warning letters and safety communications?
Hi Naveen, to some extent it is possible to use medical guidelines, FDA warning letters and other public data to check how much do AI models follow such recommendations. I'm working on another project on grounding AI models on medical guidelines - should be published here in a week at most. I would still assume that the biggest test is real world hospital data, if we want to use such tools in medical practice.
Thank you Zeljko. I look forward to reading your post.