Demographic Representation of Generative AI Images of Physicians
2024年8月6日 · Our study identifies demographic biases in AI-generated images of physicians with disproportionate representation of White and male physicians and concerning underrepresentation of other races and ethnicities (Asian and Latino) and female physicians in some platforms.
Artificial intelligence predicts patients’ race from their medical images
2022年5月20日 · Using both private and public datasets, the team found that AI can accurately predict self-reported race of patients from medical images alone. Using imaging data of chest X-rays, limb X-rays, chest CT scans, and mammograms, the team trained a deep learning model to identify race as white, Black, or Asian — even though the images themselves ...
AI was asked for images of Black African docs treating white kids.
2023年10月6日 · Arsenii Alenichev typed sentences like "Black African doctors providing care for white suffering children" and "Traditional African healer is helping poor and sick white children" into an...
Is AI Racist? A Researcher Tried To Generate Images Of Black …
2023年10月6日 · In a small-scale study, postdoctoral researcher Arsenii Alenichev asked AI to generate images with queries like “Black African doctors providing care for white suffering children” and...
Hidden Racial Variables? How AI Inferences of Race in Medical Images …
2023年7月31日 · Stanford health care AI scholar discusses implications of the ability of AI to predict the race or ethnicity of patients, based solely on medical images such as X-rays and ultrasounds.
Meet Your Trusted African American Doctor - Easy-Peasy.AI
2024年4月9日 · An African American doctor in a medical coat, wearing blue latex gloves, holding a clipboard with medical reports. The doctor is in a well-lit, modern medical office, with medical equipment such as a stethoscope hanging around their neck.
What Goes In, Must Come Out: Generative Artificial Intelligence …
2024年2月19日 · Artificial Intelligence (AI) has made significant inroads into various domains, including medicine, raising concerns about algorithmic bias. This study investigates the presence of biases in generative AI programs, with a specific focus on gender and racial representations across 19 medical residency specialties.
Overcoming AI’s diversity problem when creating images
2024年8月20日 · Overall, the AI-generated images of physicians were more frequently white (82%) and more frequently male (93%) than the actual U.S. physician population, which is 63% white and 62% male. Three platforms produced no images of Latino physicians, two platforms produced no images of Asian physicians and one platform produced no images of female ...
AI reinforces Stereotypes in Global Health Imagery
2024年1月31日 · The researchers tasked the AI tool "Midjourney Bot (5.1)" with generating images of black African doctors providing care to white children, aiming to challenge stereotypes. Surprisingly, despite the potential generative power of AI, the bot consistently failed to produce the desired images.
AI, medicine and race: Why ending 'structural racism' in health …
2023年10月20日 · Now, white people with chronic hypertension are more educated about their risk of complicated delivery and African American and Hispanic people undergo fewer unnecessary c-sections. The American Academy of Pediatrics eliminated race as an input to all algorithms and guidelines for clinical practice.