Congrats @vishnuravi.bsky.social, @pschmiedmayer.bsky.social & Aydin Zahedivash on a successful workshop and presentation at @amiainformatics.bsky.social #CIC25 on building patient-centered digital health solutions with Stanford Spezi and promoting digital health innovation in pediatrics!
Always enjoy exploring and implementing an equity lens with the crew!
@tleungmd.bsky.social saira.haque liz.scheufele #CIC25 @amiainformatics.bsky.social
Thanks for sharing @smcgrath.phd ! Always great seeing you at @amiainformatics.bsky.social events 🙌🏽🙌🏽 like #CIC25
Great to see everyone at #CIC25, wish I could have stayed to the end but I had a flight to catch.
Looking forward to #AMIA25 in the fall!
Why support #research spearheading the effort to use #AI summarization of #EHR notes?
🐳 1 in 5 pts arrive at the hospital w/ a chart comparable to the size of Moby Dick (206,000 words)!!!
The basis for Drs Osvaldo Mercado, Sinha, Proctor & Lawton’s research @childrensphila.bsky.social #CIC25
Betty Cui & the @nyulangone.bsky.social Nudge Project team just performed a sophisticated analysis of the effectiveness of various methods of alerting and signaling for effective cholesterol management #CIC25
Dr Julia Adler-Milstein presenting her group’s work on building a framework for #AIgovernance - unexpected time in our session led to a more in-depth conversation about implementation, challenges and future applications. @amiainformatics.bsky.social #CIC25 @ucsfmedicine.bsky.social
@mattsakumoto.bsky.social talks about bias, representation, and AI impact on clinical care & clinical informatics research.
#CIC25 🩺💻
@tleungmd.bsky.social presented on GenAI use in academic publishing. Including best practices for its usage by authors and editors.
#CIC25 🩺💻
#CIC25 Congrats to 2025 FAMIA inductees and to all FAMIA members who attended FAMIA reception. Another great group!
@sairahaque.bsky.social talks about equity and generalizability of AI applications and research and specifically on what influences generalizability.
#CIC25 🩺💻
Summoning the essence of @glaucomflecken.bsky.social: a general surgeon, primary care physician, hospitalist and emergency physician walk into a boardroom to purchase AI solutions.
Creative session!
#CIC25 🩺🖥️
@brianclaymd playing Dr. Suits during an AI use case skit at #CIC25 and Nico pulling out every EM stereotype in the book 😂 It’s been a long time since I have laughed so hard during an academic presentation #AMIA @amiainformatics.bsky.social
Classic talk on informatics ROI #CIC25 - organizations like to say they’re data-driven but gravity will pull them toward data-naive or data-dismissiveness. Informaticists must capture their impact on outcomes, financial benefit, efficiencies and (harder to measure) cultural impact - Dr. Joel Gordon
7 professionals happily catching up :)
Some of the awesome AMIA #CIC25 crew. Fueled by coffee, some large chunks of cauliflower, and about a dozen churros. :) @vlily.bsky.social
The IMPACC monitoring metrics framework and the Delphi process for using the framework for evaluating tools if they are ready for operational deployment.
#CIC25 🩺💻
A systematic review of the literature and gap analysis of their efforts in building IMPACC
#CIC25 🩺💻
UCSF's IMPACC: Impact Monitoring Platform for AI in Clinical Care
Who is getting value, and how do we measure the benefit of these AI tool?
#CIC25 🩺💻
@julia-adler-mils.bsky.social covering a framework for developing measures for AI monitoring a little earlier than planned (we had a couple of speakers who weren't able to attend).
"Regulatory infrastructure may eventually catch up, but we can't wait"
1/6🧵
#CIC25 🩺💻 #MLSky
Best thing about an AMIA conference? (Aside from catching up with my brilliant colleagues??) “Oh look, they’re having the same issues we are! We aren’t alone!” Toughest part? “Omg, they’re having the same issues we are. I was really hoping someone had solved this already…“ #CIC25
After initial eval, there’s a need for ongoing monitoring of AI tools in healthcare. @julia-adler-mils.bsky.social shares her institution’s thoughtful approach (IMPACC) for assessing ongoing safety, quality and equity #CIC25
In a study that included o1-preview (currently 15th on Chatbot Arena*), authors (including @liamgmccoy.bsky.social & @adamrodmanmd.bsky.social) found “In all experiments—both vignettes and emergency room second opinions—the LLM displayed superhuman diagnostic and reasoning abilities.”
#CIC25 🩺💻
Image from article in Radiology: Artificial Intelligence
A new technology is emerging that promises to revolutionize radiology workflows: #AI agents pubs.rsna.org/page/ai/blog/2025/05/rya... @yaleschoolofmed.bsky.social @bardiakh.bsky.social @shahriarfaghani.bsky.social #CIC25 #informatics #AI
What makes a healthcare accelerator effective? Great rapid qual work by Randy Tsai and Jin Sol Lee on what makes @CedarsSinai tick #CIC25 @amiainformatics.bsky.social
Image from article in Radiology: Artificial Intelligence
#AutoQC: pipeline of classic statistical & AI-based tools for automated #QC and standardization of chest radiographs https://doi.org/10.1148/ryai.240003 #CIC25 #informatics #AI
Had to leave #CIC25 early. But very impressed by the great work CI fellows are doing, across the country. From LLM based research, to persona creation, to more traditional clinical research, to EHR operations... they are truly the future of #whatisclinicalinformatics
Congratulations to @extrapolation.com on his induction to FAMIA as apart of the class of 2025!
#CIC25
In the Large Language Models in Healthcare session, the proposed legislation banning state-level AI laws for 10 years was briefly brought up.
I had Gemini do a deep research on the topic, and I am sharing the report:
docs.google.com/document/d/e...
#CIC25
