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Portland, OR
Joined August 2008
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Check out our Annual Reviews paper on federated learning in healthcare. Co-authors: @SpyridonBakas @holgerrroth @XiaoxiaoLi8
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📚 nvda.ws/4tXxeBO
Based on the 2026 @AnnualReviews of Biomedical Engineering piece ‘Federated Learning in Healthcare: From Research to Real-World Deployment’ by @SpyridonBakas, @XiaoxiaoLi8, Prashant Shah, and Holger R. Roth.
Prashant Shah retweeted
Thank you @jennschenker for another highly engaging interview. It was great to dive deep into #confidentialcomputing and share the ongoing work @intel is doing to keep our customers' data and organizations secure. Check out our conversation: tinyurl.com/mwx7xcwh
Prashant Shah retweeted
Emerging from machine learning (ML), federated learning (FL) allows builders to train on distributed datasets from different owners while maintaining full control of their personal data. Read on to learn how to enhance your #ML environment with OpenFL. intel.ly/4ggCzN4
Prashant Shah retweeted
The latest episode of the #InTechnology podcast dives into the realm of #FederatedLearning and explores how this #AI technology is set to revolutionize data privacy and security. Watch the full episode now: intel.ly/4iyBjau
Prashant Shah retweeted
Exciting news! We've launched a new study with @NIEHS to help researchers better understand how our environment can impact our risk for #Type2Diabetes and related complications. Read the announcement to learn more: allof-us.org/3UmmMnS
Prashant Shah retweeted
IU School of Medicine researchers are leading a multi-site study to use a privacy-preserving artificial intelligence approach, called federated learning, to improve breast cancer risk prediction and reduce health inequities in cancer prevention care. bit.ly/4gd1SRr
Prashant Shah retweeted
Prevention requires bold & forward-thinking investments. My OpEd on why letting funding lapse for @AllofUsResearch would be a step backwards statnews.com/2024/09/03/all-… @statnews
Prashant Shah retweeted
Really enjoyed my recent talk with Joe @heyhumanpodcast in a casual conversation about work and life. youtube.com/watch?v=Fpef7L9-…
Prashant Shah retweeted
Federated Learning in Healthcare tutorial at #ISBI2024 explored COFE, an ecosystem for clinical AI/ML development. @MLCommons Medical WG presented #GaNDLF, #MedPerf, & #OpenFL for secure, multi-institution AI training & evaluation.
mlcommons.org/2024/08/medper…
#BiomedicalImaging
Prashant Shah retweeted
Join us for @BraTS_challenge focusing on Generalizability across tumors at @IeeeIsbi 2024 meeting @giemmecci @SpyridonBakas
Prashant Shah retweeted
@SpyridonBakas kicking off the Federated Learning tutorial at #ISBI2024. More talks and hands on session to follow!
@MLCommons @IntelAI @FeTS_AI
Prashant Shah retweeted
An analysis of genomic data from nearly 250K participants in the @NIH’s @AllofUsResearch identified more than 275 million previously unreported genetic variations, nearly 4 million of which have potential health consequences.
@NatureMedicine @VUMCgenetics
spr.ly/6013nRz0R
Prashant Shah retweeted
Congrats to the @MLCommons Medical working group for your @Nature recognition of the #GaNDLF framework, which combines AI with medical research enabling medical professionals to better diagnose and treat patients. #medicalai #ArtificialInteligence #healthtech
Happy end of the year indeed! 🎉 Thrilled to share that GaNDLF was featured as an editor's choice in Nature @CommsEng: nature.com/articles/s44172-0…
This recognition for our work is truly humbling 🙌. #GaNDLF #NatComEng #EditorChoice
Find out more at gandlf.org
ALT A high level description of the functionalities of the Generally Nuanced Deep Learning Framework (GaNDLF).
Prashant Shah retweeted
The zero-code Generally Nuanced #DeepLearning Framework (#GaNDLF) is featured as an Editors’ Choice Research Highlight of @Nature Communications Engineering @CommsEng!
Kudos to our #software architect @SarthakPati for leading this industry-academia #OpenSource @MLCommons effort.
Happy end of the year indeed! 🎉 Thrilled to share that GaNDLF was featured as an editor's choice in Nature @CommsEng: nature.com/articles/s44172-0…
This recognition for our work is truly humbling 🙌. #GaNDLF #NatComEng #EditorChoice
Find out more at gandlf.org
ALT A high level description of the functionalities of the Generally Nuanced Deep Learning Framework (GaNDLF).
Prashant Shah retweeted
Asian Americans represent many racial + ethnic communities, each with their own unique health challenges. Every voice is needed to create an accurate representation of the health of Asian Americans + improve health for everyone. Learn more: JoinAllofUs.org #JoinAllofUs
Prashant Shah retweeted
🚀 Introducing the Stanford AIMI Dataset Index – a diverse inventory of AI-ready datasets for machine learning in healthcare! We hope this resource will help democratize access to health data for AI development. Explore & contribute here: bit.ly/3RmEGFL #AIMIDatasetIndex
Prashant Shah retweeted
Our own @SarthakPati & @UjjwalBaid gave a hands-on tutorial to clinicians at #RSNA2023 in Chicago showcasing the Comprehensive Open Federated Ecosystem (COFE). #MachineLearning from diverse data while preserving #privacy, without coding!
@MLCommons, @FeTS_AI, @IUMedSchool, @RSNA
Prashant Shah retweeted
An incredible lineup of papers this year at the #GMML #NeurIPS23 Workshop!
📄 Check out accepted #orals and #posters here: openreview.net/group?id=Neur…
Thank you to all authors and reviewers for their outstanding work!
We can't wait to see you there! 🙌
#Gaze #ML #DL #NeurIPS2023