When asked to identify the greatest challenge facing their #translationalmedicine (TM) groups, 76% of respondents pointed to the difficulty in defining clear metrics to measure long-term success, given the additive impact of TM act…lnkd.in/f6YgdyC lnkd.in/frnufJD

When asked to identify the greatest challenge facing their #translationalmedicine (TM) groups, 76% of respondents pointed to the difficulty in defining clear metrics to measure long-term success, given the additive impact of TM activities on the overall R…lnkd.in/fHqxvr8

Wow exciting stuff for an MNC pharma to open a global HQ in China! “In his opening speech, Group President Michael Goettler stressed the significance of this historic moment...’Basing our global headquarters in China will enable u…lnkd.in/fS3wbQM lnkd.in/fbSjdJV

Cool study with deep multi-omics data enabling the investigation of early molecular signs of diabetes progression at an individual level! lnkd.in/frE_-nW

Sounds a lot like OHDSI (i.e. in the observational/real-world evidence space), but for pharma drug discovery! “MELLODDY (Machine Learning Ledger Orchestration for Drug Discovery) project...aims, for the first time, to use machine…lnkd.in/fwiXbbF lnkd.in/fhTKyGR

30 cities in China to pilot DRG payment model #china #healthcare lnkd.in/f9Xzr-b

Atomwise incorporates protein structure data in its analysis to not only identify promising compounds from known libraries, but also to make predictions for virtually synthesized novel molecules that have never physically existed.…lnkd.in/fM2w-XT lnkd.in/fQVMmwN

“How do [different clinical] specialties work together with primary care around the A1C and not only slow the progression of diabetes, but also the complications and comorbidities that are exacerbated by their diabetes? ...that is…lnkd.in/fWzZ_fv lnkd.in/f7R_sTS

“Alphabet’s Google will bring its artificial-intelligence and cloud-computing capabilities to a new partnership with pharma giant Sanofi. The project is aimed at accelerating the discovery of new medicines, increasing the understa…lnkd.in/fSe3GZM lnkd.in/faiCPFa

“In broad terms, an agile organization is one that combines a stable backbone of core processes and capabilities with a high degree of flexibility for rapid response to change.” And data+analytics can help in the agile transformat…lnkd.in/fp-_7cF lnkd.in/f-p4K_h

Humankind has never had a more urgent task than creating broad immunity for coronavirus. It’s going to require a global cooperative effort like the world has never seen. But I know we’ll get it done. There’s simply no alternative. gatesnot.es/3d06cC2

Good to see the developments in the #digital #endpoints space for #pharma! Give it a few more years and we won’t be able to imagine a world where clinical trials won’t have such!

Take the competitive advantage of applying machine learning to small data sets. Paired with deep human knowledge, could be a game changer! hbr.org/amp/2020/02/sm… #datascience #machinelearning #ArtificialIntelligence #data #ai #bigdata #deeplearning #analytics #statistics

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Are we making meaningful progress on machine learning for EHR data? New preprint with David Bellamy and Leo Celi tries to answer this question through the lens of benchmarks and the answer is, unfortunately, "probably not" Paper: arxiv.org/abs/2010.01149 Some highlights 👇

Indeed - when there’s enough “pressure”, we can find ways to shorten the whole drug/vaccine dev process without sacrificing on quality!

#AI & #Data - How to Make the Marriage Work Phase #2: From Engagement to Marriage 💍➡️🗓️🧝🏻‍♀️🎊🎉❤️ In the spotlight: AI-driven renewed strategies #CognitiveVirtual - 6 May - Agenda, Speakers, Registration: ➡️ bit.ly/3gDyKpW ⬅️ cc Roche David Meza

I am blessed to have shared these past 3 days of energizing and insightful #medical and #realworldevidence discussions at the #ectrims2022 #medicalcongress with my 3-month old son. Reading #neurology to him is currently the best way to make him fall aslee…lnkd.in/exKgcv5A

An interesting and much-needed development - such a "mechanism-driven" framework for MS is reminiscent of how oncology treatment decisions are more and more based on cancer genomic profiles. This, I believe, is but a stepping stone towards a future with m…lnkd.in/ePxfMM9t