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DREAMchallenges
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DREAMchallenges
@DR_E_A_M
DREAM is the Dialogue for Reverse Engineering Assessments and methods. @dreamchallenges.bsky.social
Katılım Şubat 2011
2.7K Takip Edilen2.2K Takipçiler
DREAMchallenges retweetledi
Check out the latest by @Jean_J_Feng et al "Scaling medical device regulatory science using large language models" @UCSFHospitals @UCSF @UCSF_DOCIT @UCJointCPH
npj Digital Medicine@npjDigitalMed
Here is the hard truth: The AI medical device boom is outpacing the people who regulate it. This study shows LLMs can reliably extract key details from dense FDA-style regulatory documents (often ~80%+ accuracy), enabling scalable tracking of validation practices, adverse event reports, and post-market risk signals. Regulatory science might be the next major “LLM deployment” frontier. Read here: nature.com/articles/s4174…
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DREAMchallenges retweetledi
🧠Can AI agents predict #Alzheimers? Participate in our DREAM challenge agentic track to find out!
We provide remarkable training + test data for the agents: snRNA-seq, IHC, stage, etc synapse.org/Synapse:syn664…
Also co-submit your agent paper to agents4science.stanford.edu
@Sagebio @AllenInstitute @UCSF
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DREAMchallenges retweetledi
The @NSF just announced the #microbiome dataset from the @DR_E_A_M challenge (led by our @MarchofDimes prematurity research center at UCSF) as 1 of 10 datasets for the #NAIRR Pilot, selected through a competitive NSF-led process with an interagency group of 12 federal agencies!
U.S. National Science Foundation@NSF
Today, NSF announces the launch of the NSF Integrated Data Systems and Services program and the selection of 10 datasets for integration into the National Artificial Intelligence Research Resource Pilot to advance America's AI infrastructure. Learn more: bit.ly/4oW7ZxR
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New DREAM challenge on Alzheimer Disease is out!
Marina Sirota@msirota84
Excited to announce the SEA-AD DREAM on @SynapseOrg! Join the global research community to tackle AD using single cell data and innovative AI/ML solutions. Let’s accelerate discovery together! synapse.org/Synapse:syn664… @AllenInstitute @DR_E_A_M @Sagebio @SirotaLab @UCSF_BCHSI
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At DREAM we have been benchmarking & discussing methods in biology for the past 15 years, but foundation models are a different beast, come join us for a special session at ISMB on this topic
Monday July 21st 2pm @EBItraining @ChanZuckerberg @TempusAI
iscb.org/ismbeccb2025/p…
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The 3rd DREAM challenge on olfaction prediction is on!
Joel Mainland@JLand52
With a contemporary smartphone, capturing, transmitting, and replicating sounds and visuals is a breeze, yet replicating scents remains elusive. If you want to change this, consider joining the 2025 @DR_E_A_M Olfaction Challenge at synapse.org/Synapse:syn647…. @jeriscience
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DREAMchallenges retweetledi
Big thank to my amazing PhD student Tushar Patel for his work and to Steve Hoffmann for his support and productive discussion! It was again a lot of fun to participate at the @DR_E_A_M challenge! Many thanks to the organisers! Stay tuned for the upcoming publication!
Leibniz-Institut für Alternsforschung (FLI)@LeibnizFLI
FLI Team Achieves Success in International DREAM Challenge on Placental Aging. 🎉 Team ANTS from the @Leibniz_FLI in #Jena achieved second place in the global Placental Clock DREAM Challenge. 🥈 Congratulations! Read more: bit.ly/3D0Yf1L
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DREAMchallenges retweetledi
@SMusalula from @UCTHealthSci @UCTIDM presenting about his #inspired @DR_E_A_M Challenge and his learning in the #impossible Sub-Challenge #Respect
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DREAMchallenges retweetledi
DREAMchallenges retweetledi
1/If you're training ML models on DNA sequences, u need to take a look at our new paper in @NatureBiotech! It contains analysis done by over 300 researchers, tells the story of how we built state-of-the-art for short regulatory DNA and developed a framework to keep improving
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DREAMchallenges retweetledi
Great achievement from the team!
Thanks @CarldeBoerPhD, @jeriscience @muntakim_rafi , @DariaNogina , @dmitrypenzar , @ZinkevichA , @_e_d_v_ , @jakealbrecht , @halfacrocodile
Nature Biotechnology@NatureBiotech
A community effort to optimize sequence-based deep learning models of gene regulation go.nature.com/3NnblYZ
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DREAMchallenges retweetledi
Glad to see this beast out in the wild, incredible collab. with @CarldeBoerPhD's lab on modeling promoter sequences with advanced DNNs.
Congratulations to the team incl. @dmitrypenzar @DariaNogina @ZinkevichA. Spoiler: expect more wonders from Dmitry's LegNet later this year.
DREAMchallenges@DR_E_A_M
Paper is finally out! DREAM million promoter prediction challenge!
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Paper is finally out! DREAM million promoter prediction challenge!
Nature Biotechnology@NatureBiotech
A community effort to optimize sequence-based deep learning models of gene regulation go.nature.com/3NnblYZ
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DREAMchallenges retweetledi
Join us for the Ai for Drug Discovery Open Innovation Forum where I will be leading a breakout session on crowdsourcing! bu.edu/hic/ai-for-dru…
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DREAMchallenges retweetledi
We had a great conference session on the Placental Clock DREAM challenge at the RSG meeting at the University of Madison, Wisconsin. The top performers were Herdiantri Sufryana (right), Tushar Patel (middle) and Ibrahim Alsaggaf (screen). Domain knowledge won the day!
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