Pulmonary Critical Care, data-science, machine-learning, and AI in critical care, health services research, University of Michigan

Joined August 2013
Proposal #3: Power pulse oximeter tests to detect small but clinically important differences between racial groups - Small performance differences translate into significant population disparities, hidden hypoxia rates of 2% versus 12% for example!
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6/ It worked. We created a test dataset of chest x-rays each reviewed independently by 6 intensive care MDs and chest radiologist to validate model. LOTs of work.
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1/ Our deep learning model to detect findings of ARDS on chest x-rays, now in Lancet Digital Health thelancet.com/journals/landi…
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1/ Our research letter on racial bias in pulse oximetry measurement, out today in NEJM nejm.org/doi/full/10.1056/NE…
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Advice from @iwashyna: When you have to stay home to watch your kids, don’t try to work from home
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Replying to @jpdonnepi
Agreed, see my follow-up tweet, I suspect negative agreement is the problem driving the lower kappa, (here negative is not failing SBT)
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