Videos
A new Nature Communications study suggests that insulin resistance tracks with higher risk for 12 cancer types. An international research team applied an unusual approach — instead of measuring insulin resistance directly, they developed an algorithmic proxy, opening the door to population-scale risk analyses. Here’s why that matters.
Language models are widely capable of answering health-related questions — a topic that the media have covered extensively. These are truly remarkable advancements. However, the process of implementing them into real life rarely draws the same attention; it is accompanied by tedious paperwork and annoying safety issues.
AI models for healthcare are proliferating, but most never leave the labs. Real-world deployment is far more complicated than any multiple-choice graduate exam – hospitals use different systems, data formats, and security protocols that resist standardization. Kaapana, an open-source platform developed at the German Cancer Research Center, addresses translation barriers by providing standardized infrastructure for medical AI research.