Among routinely collected data-driven ML models in the ICU (https://t.co/VqcrJ8iqID), about 93% of ML models are NOT externally validated, 5% retrospectively validated, with only 2% prospectively validated (https://t.co/ZfR6LSiNbP).
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Methodological and reporting guidelines are needed, particularly with regard to the choice of method and validation of predictions, to increase confidence in reported findings and aid in translating findings towards routine use in clinical practice. https:
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it seems that a key component for successfully handling #corona is the availability of intensive care units (ICUs) and the #healthcare staff required to operate them https://t.co/9QLvRNAeVj
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@SaudenoBR @MaartenvSmeden @flavioclesio Other reviews have also concluded that ML studies are often poorly done, poorly reported and inconclusive (https://t.co/TdDcGMIzwn, https://t.co/NaI3yKYLZB), as are statistical models (https://t.co/hZTKuT51la, http