🌟 Call for Proposals: Host CytoData 2026! 🌟
We invite North American institutions to submit proposals for the 2026 symposium, whether in-person or hybrid. Nominate your institution by September 1, 2025. Join us in shaping the future of image-based profiling!
docs.google.com/forms/d/e/1F...
![[1] Predicting cell morphological responses to perturbations using generative modeling (IMPA): Nature Communications (2025) https://www.nature.com/articles/s41467-024-55707-8
IMPA employs a conditional style transfer process to separate perturbation and batch information from basic cellular information and incorporates perturbation details. It demonstrated significant improvement over other batch correction methods on the RxRx1 dataset and showed the ability to generalize to unseen perturbations.](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:xwewfgymm7qr24kwm6ay75nz/bafkreidzynyj5uxbobcykesj4l45zd2cdnudcebnti3jfgcoh4bdgh6aje@jpeg)
![[2] MorphoDiff: Cellular Morphology Painting with Diffusion Models: ICLR2025 (accepted spotlight presentation) https://openreview.net/forum?id=PstM8YfhvI
MorphoDiff utilizes a diffusion process to generate images while encoding perturbation information in the latent space. It excelled in generating images with high fidelity and demonstrated the ability to generalize to held-out compounds.](https://cdn.bsky.app/img/feed_thumbnail/plain/did:plc:xwewfgymm7qr24kwm6ay75nz/bafkreifhhkvlcp6dpcexde2pd2ezy7wair2a63epmmxcam46yrczpimqg4@jpeg)
