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![]() I think that one of the most crucial things to allow for the translation of AI models into clinical care is for companies to conduct peer-reviewed research with the collaboration of academic research hospitals. Obermeyer regarding peer-reviewed papers. Obermeyer: Five to 10 years from now: I hope ideas and tools from papers will start being rigorously evaluated in the real world, whether that’s through careful prospective work or large-scale randomized trials. This is where it has to start-we are in an “R&D” period in a new field. Obermeyer: Within the next five years: Papers. īrociner: What do you hope the future of AI models in clinical care will look like and what do you think the biggest challenges will be? Obermeyer: Yes! The legal and infrastructure barriers are here. ![]() It’s certainly something we’d like to track in our data challenges.īrociner: Do you have any examples of hospital policies that are not currently accommodating of implementing AI models into clinical care? If so, what are the important areas for hospitals to cover to allow for greater and safer adoption of models? Obermeyer: I imagine that, given the intense interest in these topics, this will be a really fruitful topic for papers that come out of Nightingale. This was one of the big reasons we cared so deeply about making the data open: because the broader community of researchers in this emerging field of computation + medicine can do far more than any one researcher could ever imagine.īrociner: Are there any plans to allow researchers to report to other researchers specific biases, for example a specific class which consistently underperforms, they have found in their models from the datasets? If so, what do you think that will look like to help create and track the best performing models? ![]() Obermeyer: One of the most exciting things about Nightingale is that researchers-many of whom are much smarter than we are-will do crazy, creative things with the data. Obermeyer, co-founder of Nightingale Open Science, a few questions about what he would like the future of AI in medicine to be and how he hopes to get there.īrociner: What are you most excited to see come from the Nightingale Open Science datasets? ![]()
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