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- In a current examine, a brand new algorithm achieved good efficiency for predicting which hospitalized sufferers will develop acute kidney damage requiring dialysis.
- Outcomes from the examine might be introduced on-line throughout ASN Kidney Week 2020 Reimagined October 19-October 25.
Washington, DC (October 24, 2020) — A brand new synthetic intelligence-based algorithm could assist clinicians predict which sufferers with COVID-19 face a excessive danger of growing acute kidney damage (AKI) requiring dialysis. The analysis might be introduced on-line throughout ASN Kidney Week 2020 Reimagined October 19-October 25.
Preliminary studies point out that acute AKI is widespread in sufferers with COVID-19. Utilizing knowledge from greater than 3,000 hospitalized sufferers with COVID-19, investigators on the Icahn Faculty of Medication at Mount Sinai educated a mannequin based mostly on machine studying, a kind of synthetic intelligence, to foretell AKI that requires dialysis. Solely data gathered inside the first 48 hours of admission was included, so predictions might be made when sufferers had been admitted.
The mannequin demonstrated excessive accuracy (AUC of 0.79), and options that had been vital for prediction included blood ranges of creatinine and potassium, age, and important indicators of coronary heart charge and oxygen saturation.
“A machine studying mannequin utilizing admission options had good efficiency for prediction of dialysis want. Fashions like this are probably helpful for useful resource allocation and planning throughout future COVID-19 surges,” mentioned co-author Lili Chan, MD, MS. “We’re within the technique of deploying this mannequin into our healthcare methods to assist clinicians higher care for his or her sufferers.”
Examine: “Machine Studying for Predication of Extreme Acute Kidney Harm in Hospitalized Sufferers with COVID-19”
ASN Kidney Week 2020 Reimagined, the most important nephrology assembly of its form, will present a discussion board for greater than 13,000 professionals to debate the newest findings in kidney well being analysis and have interaction in instructional periods associated to advances within the care of sufferers with kidney and associated problems. Kidney Week 2020 Reimagined will happen October 19-October 25.
Since 1966, ASN has been main the combat to stop, deal with, and treatment kidney ailments all through the world by educating well being professionals and scientists, advancing analysis and innovation, speaking new data, and advocating for the very best high quality look after sufferers. ASN has greater than 21,000 members representing 131 international locations. For extra data, go to http://www.
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