Dr. Yuqi TAN From pixels to actions : AI-driven approaches for spatial biology
invitée par Susan LIAO - Section Génomique Fonctionnelle
11h à 12h30
Le séminaire du Dr Yuqi Tan (Stanford University, USA) aura lieu dans la salle Favard, IBENS 46 rue d’Ulm 75005 Paris
Abstract : Advances in spatial and multiplexed imaging technologies reveal the intricate organization of human tissues at single-cell and molecular resolution. However, transforming these rich datasets into biological and clinical insight requires new computational paradigms. In this talk, I will present how modern AI and machine learning methods, ranging from machine learning models to generative AI, are redefining the analysis of 2D and 3D spatial omics data. I will illustrate how these approaches enable functional cell type discovery, cancer subgroup identification, and in silico spatial experimental design, translating data into actions for precision medicine