We particularly recognise @rhinohealth1 (Ittai Dayan et al), whose work at @nvidia was the first to implement FL in hospitals, @flwrlabs for their open-source framework, and @RaspberryPi_org for hardware! Grateful to @LancetDigitalH editors & reviewer
RT @FelipeKitamura: A5: 1/ Articles on #FederatedLearning in Radiology. #RadAIchat “Federated learning for predicting clinical outcomes in…
RT @FelipeKitamura: A5: 1/ Articles on #FederatedLearning in Radiology. #RadAIchat “Federated learning for predicting clinical outcomes in…
A5: 1/ Articles on #FederatedLearning in Radiology. #RadAIchat “Federated learning for predicting clinical outcomes in patients with COVID-19.” https://t.co/lpObUjR59y https://t.co/9SwgerKlca
...and that's about it! Thanks for an inspiring lecture :) Also here is Dr Li's cool work on #COVID, in Nature Medicine: https://t.co/gVxBh5y0bO https://t.co/3jymyqHKuI
RT @IntegratorBrad: #FederatedLearning is a really exciting technique in training #AI models, together. Great paper from Nature Medicine la…
#FederatedLearning is a really exciting technique in training #AI models, together. Great paper from Nature Medicine last year on FL - https://t.co/PDyPBMbHYJ #SIIM22
RT @BradWoodMD: Federated Learning unleashes AI big data with fewer privacy hurdles & without conventional data sharing… https://t.co/DDVKN…
Publishing the #EXAM paper on @NatureMedicine has definitely been one of the highlights of my 2021!
RT @AmiBhattMD: The ability to build #AI models that generalize across #healthcare institutions is here!!! Congratulations to Ittai Dayan M…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #HealthTech #AI #MachineLearning #CES2022 Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier h
Today we share @nvidia FLARE! Allows you to adapt existing #AI workflow to a federated paradigm, to build a secure, privacy preserving offering for a distributed multi-party collaboration. https://t.co/u8pI9lfWGJ @Nature: https://t.co/K2KnDjFk8f Docs: htt
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5MCYyg @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier https://t.
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
RT @NatureMedicine: Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to pre…
Federated learning, a method for training #ArtificialIntelligence algorithms that ensures #DataPrivacy, was used to predict future oxygen requirements of symptomatic #COVID19 patients using data from 20 different institutes @nvidia https://t.co/RaUZltJdpO
RT @Titus12629950: #Federated learning for predicting clinical outcomes in patients with COVID-19. @NatureMedicine #Federatedlearning #Dist…
#Federated learning for predicting clinical outcomes in patients with COVID-19. @NatureMedicine #Federatedlearning #DistributionMachineLearning https://t.co/yPNmRR0cAD https://t.co/MjpMaUA1ji
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier https://t.
Federated learning for predicting clinical outcomes in patients with COVID-19 https://t.co/L1xkBAIbZa https://t.co/XrMbIKOHyJ
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier https://t.
من إستخدامات التعلم الموحد (Federated Learning) الحالية : 1- https://t.co/gIwSSISSpa 2-https://t.co/L0OXzJnouv 3-https://t.co/xbreJavIov 4-https://t.co/TQluLpBrZQ
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier https://t.
RT @_qu4nt: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/BSS2M2J1ID @NaturePortfolio #Heal…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/BSS2M2J1ID @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier @ipfconli
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/QXYNyPq4pg https://t.co/OEPUgOU56o
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @zachwelshman: I found this paper on the use of Federated Learning (FL) in healthcare, interesting. Are there resources critiquing the a…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier https://t.
I found this paper on the use of Federated Learning (FL) in healthcare, interesting. Are there resources critiquing the appropriateness of technique? #machinelearning #healthcare #healthcareanalytics #deeplearning #governance https://t.co/njOa4dTCKm
RT @laurelskurko: Important news re #federatedlearning and #RealWorldEvidence. Supports hypothesis of "FL’s ability to capture more #divers…
Important news re #federatedlearning and #RealWorldEvidence. Supports hypothesis of "FL’s ability to capture more #diversity than local training, and to mitigate bias present in models trained on a homogenous population." @UCSF @UCSFimaging @UCSF_BCHSI @s
RT @NeuroDx: Imaging exams are deeply siloed in healthcare systems and privacy law. I'm convinced that federated learning is not only a gre…
RT @UCSF_BCHSI: Congratulations to our very own @NeuroDx and @sharmilamajumda for their new publication entitled “Federated learning for p…
RT @UCSF_BCHSI: Congratulations to our very own @NeuroDx and @sharmilamajumda for their new publication entitled “Federated learning for p…
RT @NeuroDx: Imaging exams are deeply siloed in healthcare systems and privacy law. I'm convinced that federated learning is not only a gre…
RT @NeuroDx: Imaging exams are deeply siloed in healthcare systems and privacy law. I'm convinced that federated learning is not only a gre…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
RT @ipfconline1: Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #…
Federated Learning for predicting clinical outcomes in patients with #COVID19 https://t.co/iX7w5Mln9G @NaturePortfolio #HealthTech #AI #MachineLearning Cc @DeepLearn007 @SpirosMargaris @jblefevre60 @HaroldSinnott @helene_wpli @IrmaRaste @ahier https://t.
RT @NeuroDx: Imaging exams are deeply siloed in healthcare systems and privacy law. I'm convinced that federated learning is not only a gre…
Imaging exams are deeply siloed in healthcare systems and privacy law. I'm convinced that federated learning is not only a great way to consolidate data for robust patient-facing algorithms, right now it's the only way.