The profile for the first ever computational Federated Learning Challenge @MICCAI #FeTS #FeTS2022

Worldwide
Joined May 2021
FeTS Challenge retweeted
A green status is a claim and a screenshot is a file. Neither is evidence until an outsider can check it. Four questions that turn an artifact into evidence: who produced it, what period, which version, can someone else repeat it. verysafe.ai/blog/20261013_as…
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FeTS Challenge retweeted
Big news! We have joined @nvidia #Inception, a program designed to nurture startups revolutionizing industries with AI. We’ll be partnering with NVIDIA to accelerate our mission of delivering secure, enterprise-grade AI governance. 🛡️🤖 verysafe.ai/blog/20261006_ve…
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FeTS Challenge retweeted
Karp's two complaints are one problem: nothing is verifiable. You can't price outcomes you can't prove, and owning GPUs doesn't govern what runs on them. The gap is verifiable compute: policy-routed, cryptographically attested runs. Building it @VerySafeAI
Man. What Palantir's CEO just said about OpenAI and Anthropic on national television is way deeper than most people realize. Alex Karp went on national television and said every enterprise in America is furious. Not frustrated. Furious. They are paying for tokens that create no value. And in exchange they are handing over the most valuable thing they own. Their data. Their workflows. Their strategy. Their competitive edge. Here is the question he asked that nobody in Silicon Valley wants to answer. If frontier AI models truly delivered the value the labs claim, why are they charging per token? Every high value firm in the world prices on outcomes. Lawyers charge for the case. Bankers take a percentage of the deal. Consultants charge for the result. OpenAI and Anthropic charge for the compute. That is not value pricing. That is compute pricing dressed up as value pricing. And Karp called it exactly what it is. The moment an enterprise runs its confidential documents, customer conversations, and financial models through a frontier model, it is potentially teaching that model how to replace them. The vendor collects the token fee. And the compounding intelligence about that business. But here is the part nobody is connecting. Karp did not invest in OpenAI or Anthropic. He invested in NVIDIA. Because NVIDIA sells you the hardware and walks away. They do not see your data. They do not cache your prompts. They do not retrain on your workflows. You own the compute. You own the weights. You own the data pipeline. You own the alpha. That is the full stack of control enterprises actually want. The debate inside most companies right now is still about which frontier model gives the best tokens per dollar. That is the wrong question entirely. The right question is who owns the means of production after the deal is signed. And right now the answer for most enterprises is not them.
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FeTS Challenge 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
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You asked for it and we listened. After public demand, we're excited to be hosting FeTS 2024 🥳 Join 22 registered participants and give us your innovative aggregation algorithms! synapse.org/#!Synapse:syn540…
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FeTS Challenge retweeted
Excited to announce that the @BraTS_Challenge willl take place again at the annual meeting of the @MICCAI_Society #MICCAI24 in #Marrakesh. Even more exciting are the newly introduced #openscience #benchmarks/#challenges releasing new #data. @MiccaiStudents @bias_sig Stay tuned!!!
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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
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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
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It is a right & a duty to vote! To shape the future of the @MICCAI_Society you belong & care about! Select your #MICCAI Board representative! I am a candidate. Cover pages & Voting: miccai.wildapricot.org/Sys/P… Deadline: Dec 20 @MiccaiStudents @WomenInMICCAI @bias_sig @miccai_sigbir
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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
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Keynote by Patrick Foley from @intel at the DeCaF workshop of #MICCAI2023 calling out the @FeTS_AI initiative. @SpyridonBakas @IUMedSchool
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The Federated Tumor Segmentation Tool (including BraTS-winning algorithms + FeTS Consensus Models) is now available as a Docker: github.com/FeTS-AI/Front-End…
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FeTS2.0 is ready to go! #RANO together with @ecalabr and @SpyridonBakas are coordinating a #FederatedLearning study for post-operative gliomas! More info: fets-ai.github.io/FL-PoST
📢Calling all brain tumor researchers! Join our global federated learning study for automated volumetric response assessment in post-operative glioblastoma led by Dr. Evan Calabrese (@ecalabr) here at #DukeRadiology.
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FeTS Challenge retweeted
Announcing MedPerf an open benchmarking platform for medical AI. Learn more about Federated Benchmarking of Medical AI with MedPerf in Nature Machine Intelligence. nature.com/articles/s42256-0… #machinelearning #ArtificialIntelligence #medperf #HealthcareInnovation #HealthTech
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Met the legendary @PTenigma at the Neuro Summer School at #Lipari.
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Day#2 of @SanoScience and @PennMedicine NeuroScience Summer School was a success 👌🏾Sponsored by @Neosoma_ai. @SpyrosBakas @SarthakPati @EANOassociation @Dr_Alex_Crimi @intel @MLCommons @linuxfoundation – at Lipari, Sicily
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Meeting Lee Cooper and discussing histopathology on the boat at #Lipari
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FeTS Challenge retweeted
Our new #nature publication on #GaNDLF: an e2e no/low code framework for reproducible #healthcare AI. GANDLF is integrated with #OpenFL #federatedlearning & #OpenVINO Congrats @SpyridonBakas @SarthakPati & the @PennMedicine team for leading + the extended @MLCommons contributors
A study in @commseng reports a community-driven open-source framework to enable deep learning-based analysis of healthcare data without requiring extensive computational experience. The framework facilitates the integration of AI into clinical workflows. nature.com/articles/s44172-0…
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A study in @commseng reports a community-driven open-source framework to enable deep learning-based analysis of healthcare data without requiring extensive computational experience. The framework facilitates the integration of AI into clinical workflows. nature.com/articles/s44172-0…
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