@Alberto Santamaria-Pang , Principal AI Data Scientist, Industry Solutions Engineering Healthcare Adjunct Faculty at Johns Hopkins School of Medicine @Alexander Mehmet Ersoy , Dir. Industry Advisory, Healthcare & Life Sciences 1. Introduction: From Images to insight in modern oncology What if we could characterize every single cell in a tumor not just by how it looks under the microscope, but by the biological signals that shape how it behaves, how it evades the immune system, and how it responds to therapy?