Any friends in Philadelphia, I'll be squeezing in a visit and updated presentation 4/17/2024 afternoon at Penn IBI before ACP in Boston on Friday. web.sas.upenn.edu/slm/calendar_e…

Hot off the press -- everyone is talking about using vision-language models for healthcare applications. But how does GPT-4 vision really do on a range of tasks ranging from dermatology to gastroenterology to radiology? The answer is... not great. medrxiv.org/content/10.110…

BMIR Research Colloquium! “Artificial Intelligence at the Department of Veterans Affairs.' Dr. Kimberly McManus, PhD
Thurs, 4/18 @ 12-1pm PST; Live Stream: stanford.zoom.us/j/92545903149?…
Webinar ID: 925 4590 3149; Passcode: 531129

Machine learning, data, and statistics will get you so far. Eventually you'll need domain expertise to dive in to unpack what it all means in context. Minh Nguyen Tiffany Eulalio ben marafino Christian Rose Mike Baiocchi
tandfonline.com/doi/full/10.10…

BMIR Research Colloquium! “Evaluating Clinical Applications of AI at Stanford Hospitals.' Rob Gallo, MD: Postdoc Research Fellow, Stanford Dept. of Health Policy (left) & April Liang, MD: Fellow, Stanford Clinical Informatics Fellowship Program (right). Thurs, 4/11 @ 12-1pm PST

Increase your sample size by asking LLM chatbot the same question 100 times. Wait, maybe not? Rob Gallo, MD diving in on evaluating generative #AI . Repeated prompting like asking the same person a question or like random sampling from a population of people?jamanetwork.com/journals/jama/…

Where wealth comes from...
existentialcomics.com/comic/540

Implementing ML models in clinical settings is limited & challenging. A feedback loop + a meaningful collaboration between researchers and domain experts are important. We proposed TDA, a statistical investigation framework to assess interesting phenomenons from ML outputs

'I do not tell... how much of this command is an illusion, a complex magic trick that conceals panic, grief, and rapid-fire unspoken prayers to whomever or whatever might be listening... it is possible to do everything right and still lose.' nejm.org/doi/full/10.10…

youtu.be/nGrQ9MC4IWQ?si…

'Artificial intelligence can seem like magic – but it's crucial to see past the mirage. At the HIMSS #AI in #Healthcare Forum on Monday, Stanford Health Care's Jonathan H Chen MD PhD brought some impressive sleight of hand to a very serious discussion.'
healthcareitnews.com/news/artificia…

BMIR Research Colloquium! “Improving Diabetes Outcomes through AI-guided Clinical Care.' Dr. Emily Fox, PhD. Professor in Statistics & Computer Science at Stanford University; Thurs, 3/14 @ 12-1pm PST. Live Stream stanford.zoom.us/j/92545903149?…
Webinar ID: 925 4590 3149 Passcode: 531129

BMIR Research Colloquium! “Charting a Path Towards an Equitable AI Ecosystem: Organizational & Data Readiness.' Madelena Ng, DrPH, MPH Postdoc Scholar, Stanford BMIR (left) & Alaa Youssef, PhD Postdoc Scholar, Stanford AIMI (right);Thurs, 3/7 @ 12-1pm PST; Live Stream link below: