MELLODDY Consortium
@MELLODDY_IMI
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MELLODDY is seeking to accelerate drug discovery using machine learning in a new model of collaboration between traditional competitors
This project has received funding from the Innovative Medicines Initiative 2 Joint Undertaking under grant agreement No 831472.
Joined May 2019
We are thrilled to announce the final results of the @MELLODDY_IMI #IMI_JU project. We have demonstrated that collaborating in AI for drug discovery is possible and the results indicate potential benefits for the discovery of new drugs. Learn more at
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The @MELLODDY_IMI project is coming to an end! Attend the General Assembly's online open session on May 11, to learn about MELLODDY's scientific results and the potential of #federatedlearning to accelerate #drugdiscovery. Register today: . #melloddyGA
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Results on improving federated privacy-preserving machine learning models predicting several assay outcomes in parallel (multi-task) by weighting these different prediction tasks were published in MDPI molecules:
mdpi.com
Machine learning models predicting the bioactivity of chemical compounds belong nowadays to the standard tools of cheminformaticians and computational medicinal chemists. Multi-task and federated...
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RT @Kubermatic: We're extremely proud that our colleague Michal joined last week's @AWSreInvent as a speaker to provide valuable project in….
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RT @OWKINscience: On Dec 13th - 10:30 AM, don't miss Camille Marini, Owkin Chief Technology Officer, speaking at the #ELLIS Machine Learnin….
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RT @Biodata_world: “MELLODDY announces the first demonstration of the federal learning improved model performance in drug discovery” open C….
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Our presenters @marini_camille , Ádám Arany and Adam Zalewski just had a great session at @biodataworld in Basel. There was a lot of enthusiasm & too little time for questions - if you want to connect don't hesitate to contact us.
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Learn about the two types of attacks and risks that are addressed through repeated independent audits of the MELLODDY platform by @cirosec.
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We are open to accepting new partners for post-project collaboration. Reach out to H. Ceulemans, Project Lead of @MELLODDY_IMI and Scientific Director, Discovery Data Sciences at Janssen or @m_galtier, Project Coordinator and CPO at @OWKINscience to know more! 3/3.
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In our 1st project year 10 pharma partners were able to simultaneously train a common predictive model without compromising privacy. This year, multi-task #federatedlearning among partners resulted in improved drug discovery model performance through competitive collaboration. ⅔
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We are pleased to announce the @MELLODDY Consortium #IMI_JU project has met its year 2 objective with the first demonstration of #federatedlearning to improve predictive model performance in #drugdiscovery. Read more about our progress on this project: 1/3
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In this new blog article, discover how @IktosAI has prepared a public dataset for drug discovery!.
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RT @wef: From competition to collaboration: How secure data sharing can enable innovation. @MELLODDY_IMI
https://t.….
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@MELLODDY_IMI project reveals how secure data sharing can enable innovation
weforum.org
COVID-19 has necessitated a more collaborative way of working. As we move towards recovery we outline how open data sharing can facilitate innovation.
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How to collaborate on complex research.questions without centralizing or sharing data outside of your organization?.
How to collaborate on complex research.questions without centralizing or sharing data outside of your organization?. Join the webinar on federated learning:. #HealthChain #blockchain #dataScience #bioinformatics #federatedLearning #EU_ProjectPace
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On June 30, 3PM CET, join @m_galtier from Owkin, Hugo Ceulemans from @JanssenGlobal. & Dr Guillaume Bataillon, @IUCTOncopoleICR presenting real-world applications of #federatedlearning in #drugdiscovery including #MELLODDY .@PistoiaAlliance .
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Tomorrow is the final day of @OGConferences' Discovery week, when Stephen Pickett will hold a keynote address on lead optimization through model management. It is apparently not too late to still register!
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Join our consortium's scientists Stephen Pickett (@GSK) and Friedrich Rippmann (@Merck_lifesci) at the Oxford Global Discovery week.
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#MELLODDY is just one example of how @Merck_lifesci connecting the dots. Listen to Friedrich Rippmann's presentation @OGConferences Global Discovery week on Friday.
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