
Stathis Megas
146 posts

Stathis Megas
@St_Megas
Mathematical Design of Deep Learning Architectures | Applications in bio, medicine and physics @teichlab @MarioniLab @SangerInstitute @Cambridge_Uni @CERN



(1/n) Can we disentangle the effects of multiple covariates (e.g., sex, age, disease) to predict multiple counterfactual outcomes at the single-cell level? We introduce CellDISECT, a causal generative model that addresses this by learning to generate synthetic counterfactuals during training and by learning a separate latent space for each covariate. Led by @St_Megas, @ArianAmaani, @Antony_Rose_in collaboration with @Muzz_Haniffa and @teichlab. paper: shorturl.at/z5g9a code: github.com/Lotfollahi-lab…




Could #AI be a game-changer for #BiologicalResearch? Join us for #AIxBio25, our new conference on the transformative potential of #AI and #MachineLearning, in shaping the future of medical science. 📅Save the date: 23-25 June 2025 📎 Find out more: bit.ly/4gh164E


















And so it starts: JD Vance says US could drop support for NATO if Europe tries to regulate Elon Musk’s platforms independent.co.uk/news/world/ame…





