Uploaded August 2025 | Updated September 2026, 2 weeks ago
When tools like DALL·E and Stable Diffusion began creating images from text, researchers asked: Could the same concept apply to generating clinically accurate chest X-rays? Their answer is RoentGen — an AI model that generates realistic X-rays from medical descriptions using a denoising diffusion process. These synthetic images fill data gaps, reduce bias, protect privacy, and support education and AI training. In this video, Stanford biomedical data scientist Akshay Chaudhari, PhD, explains how the process works.
Watch the full video: http://stan.md/41tc6rd
#Stanford #StanfordMedicine #AI #Radiology #Medicine #OpenSource
INNOVATING HEALTH highlights how Stanford Medicine researchers are addressing urgent challenges in health care and biomedical discovery, showing how new ideas and technologies are improving medicine today and shaping a healthier tomorrow.
Stanford Medicine advances human health through world-class biomedical research, education and patient care. Bringing together the resources of Stanford University School of Medicine, Stanford Health Care and Lucile Packard Children's Hospital, Stanford Medicine is committed to training future leaders in biomedicine and translating the latest discoveries into new ways to prevent, diagnose and treat disease.
The Stanford Medicine YouTube channel is a curated collection of contributions from our School of Medicine departments, divisions, students, and the community. Our diverse content includes coverage of events, presentations, lectures, and associated stories about the people of Stanford Medicine.
When tools like DALL·E and Stable Diffusion began creating images from text, researchers asked: Could the same concept apply to generating clinically accurate chest X-rays? Their answer is RoentGen — an AI model that generates realistic X-rays from medical descriptions using a denoising diffusion process. These synthetic images fill data gaps, reduce bias, protect privacy, and support education and AI training. In this video, Stanford biomedical data scientist Akshay Chaudhari, PhD, explains how the process works.
Watch the full video: http://stan.md/41tc6rd
#Stanford #StanfordMedicine #AI #Radiology #Medicine #OpenSource
INNOVATING HEALTH highlights how Stanford Medicine researchers are addressing urgent challenges in health care and biomedical discovery, showing how new ideas and technologies are improving medicine today and shaping a healthier tomorrow.
Stanford Medicine advances human health through world-class biomedical research, education and patient care. Bringing together the resources of Stanford University School of Medicine, Stanford Health Care and Lucile Packard Children's Hospital, Stanford Medicine is committed to training future leaders in biomedicine and translating the latest discoveries into new ways to prevent, diagnose and treat disease.
The Stanford Medicine YouTube channel is a curated collection of contributions from our School of Medicine departments, divisions, students, and the community. Our diverse content includes coverage of events, presentations, lectures, and associated stories about the people of Stanford Medicine.
