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30 Executives Share Top Healthcare Predictions & Trends to Watch in 2021 -


A
s we close out the year, we asked several healthcare executives to share their predictions and trends for 2021.
Kimberly Powell, Vice President & General Manager, NVIDIA Healthcare
Federated Learning: The clinical community will increase their use of federated learning approaches to build robust AI models across various institutions, geographies, patient demographics, and medical scanners. The sensitivity and selectivity of these models are outperforming AI models built at a single institution, even when there is copious data to train with. As an added bonus, researchers can collaborate on AI model creation without sharing confidential patient information. Federated learning is also beneficial for building AI models for areas where data is scarce, such as for pediatrics and rare diseases. ....

United States , Kermits Randa , Alisa Romano , Dharmesh Godha , Kyle Raffaniello , Kuldeep Singh Rajput , Marc Probst , Curt Medeiros , Brian Robertson , Simon Wu , Ajay Desai , Jake Pyles , Angie Franks , Rich Miller , Doug Duskin , Joe Partlow , Rose Higgins , John Danaher , Michael Byczkowski , Kimberly Powell , Robert Hanscom , Omri Shor , Brentd Lang , Alex Lazarow , Steve Betts , G Cameron Deemer ,

Health IT execs offer thoughts on the big issues of 2021


01:19 PM
I ve seen it said before that year-ahead predictions are like weather reports: Everyone reads them, but almost no one looks back later to see whether they were accurate. Still, since when has that stopped anyone from indulging in this pastime as the calendar turns from December to January?
Certainly, few could have guessed, as we rang out 2019, just what 2020 would have in store for the U.S. healthcare system. But having learned some difficult lessons this pandemic year, it s worth taking stock of that hard-won wisdom – and forecasting how it might be put to work in the next 12 months as healthcare organizations chart a path forward to help a shocked system emerge stronger (as PwC puts it). ....

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