We used a harmonized internal data set of >10K compounds measured in Caco-2 and MDCK cells and found that multi-task models are able to leverage information accross endpoints for more accurate predictions of permeability and efflux than single-task models. 👌 Check it out!

In this work we evaluate how well models like Stable Diffusion preserve biological signal in reconstructions of Cell Painting images, and compare the strengths and weaknesses of different evaluation metrics on the (biological) insights they provide. Check out the paper for details!

Afternoon talks by:
@marcocuturi.bsky.social
Elena Agliari
Jan Gerken

Thanks all for the great talks, conversations, and engagement! Fingers crossed we get to host this event a 4th time next year and see many of you back in Gothenburg 🤞🇸🇪

Tagging my fellow co-organizers who made this event possible:
@smnlssn.bsky.social
@mschauer.bsky.social
@stefsm.bsky.social
Axel Ringh
& of course Fatima Hersi 🙏

Also an amazing poster session. 🤩 Thanks all for today!

Workshop co-organizers:
@aduvalinho.bsky.social
@stemartiniani.bsky.social
@martaowesyou.bsky.social
Santiago Miret
Emily Jin
N. M. Anoop Krishnan
Kevin Jablonka