3 papers
q-bio.QM2025
Progress and new challenges in image-based profiling
Erik Serrano, John Peters, Jesko Wagner +19
For over two decades, image-based profiling has revolutionized cell phenotype analysis. Image-based profiling processes rich, high-throughput, microscopy data into thousands of unb…
cs.LG2025
AI Agents in Drug Discovery
Srijit Seal, Dinh Long Huynh, Moudather Chelbi +17
Artificial intelligence (AI) agents are emerging as transformative tools in drug discovery, with the ability to autonomously reason, act, and learn through complicated research wor…
cs.LG2024
Learning Molecular Representation in a Cell
Gang Liu, Srijit Seal, John Arevalo +4
Predicting drug efficacy and safety in vivo requires information on biological responses (e.g., cell morphology and gene expression) to small molecule perturbations. However, curre…