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Machine learning models can be used to predict Covid-19 clinical severity
- version_five 5y agohttps://www.technologyreview.com/2021/07/30/1030329/machine-learning-ai-failed-covid-hospital-diagnosis-pandemic/ https://www.technologyreview.com/2021/07/30/1030329/machine-...
- nradov 5y agoIt's unfortunate that testing vitamin D levels still isn't part of the standard care for most hospitalized patients. We now have evidence that hypovitaminosis D is a risk factor. But if those test results aren't recorded in the patient chart then they can't be used for modelling. https://vitamin-d-covid.shotwell.ca/ https://vitamin-d-covid.shotwell.ca/
- treeface9000 5y agoHere's a pretty accurate model without all the fancy machine learning. if(patient.bmi.isHealthy()) { return patient.hasActiveLifestyle() ? Severity.ASYMPTOMATIC : Severity.MILD; } else { return Severity.SEVERE; }