The elephant in the room as we deploy AI in clinical settings: The Limits of Clinician Vigilance as an AI Safety Bulwark jamanetwork.com/journals/jama/… Thanks to my coauthors Bob Wachter and Don Redelmeier UC San Francisco UCSF DoC-IT The Doctors Company Moore Foundation

Important message below but infuriating #AI field has to 'discover' this rather than being guided by long-standing stats literature eg, onlinelibrary.wiley.com/doi/10.1002/si… by Gary Collins says: 'Categorising continuous predictors is ... inefficient & should not be used in model development'

Eric Topol JAMA Network Open Atul Butte We commend Chris Williams Atul Butte and team on this new work. In this JAMA Network Open editorial we offer some thoughts on the study's promising findings and important caveats for advancing this important area of work @AriBFriedman Gary Weissman jamanetwork.com/journals/jaman…

We are looking for postdocs to collaborate with Penn Medicine faculty for an exciting new project on Trustworthy AI for clinical decision making

Exciting opportunity for postdoctoral candidates interested in pursuing a career in AI for Medicine! You will get to work with a multi-disciplinary team including myself, Rajeev Alur, Eric Wong, Ravi B. Parikh, Qi Long, Sameed Khatana, MD MPH, Gary Weissman, and many others.

📢 ANNOUNCEMENT | National Academy of Medicine has selected 11 Scholars in Diagnostic Excellence in partnership with CMSS for its 2024-2025 cohort. More: ow.ly/fke850SkZoz Carl Berdahl, MD, MS, FACEP @atgcbag Andrew Gonzalez, MD JD MPH FACS @batzionH Natalia Khalaf Matt Nielsen, MD Verity Schaye, MD, MHPE Shazia Siddique MD MS Gary Weissman

“Of 521 authorizations in the FDA AI/ML database, we identified 10 that might inform care for patients with critical illness, and 𝐧𝐨 𝐬𝐭𝐮𝐝𝐢𝐞𝐬 𝐞𝐱𝐚𝐦𝐢𝐧𝐢𝐧𝐠 𝐭𝐡𝐞 𝐜𝐥𝐢𝐧𝐢𝐜𝐚𝐥 𝐢𝐦𝐩𝐚𝐜𝐭 for these device authorizations.” (1/3) 👉jamanetwork.com/journals/jamai…

An editorial makes some specific recomendations including that the "FDA should require rigorous preapproval studies of validity, safety, and efficacy, as well as postmarketing surveillance of clinical utility" (2/3) 👉jamanetwork.com/journals/jamai…

Many thanks to the authors including Gary Weissman of Penn LDI who provides further context and links to a github page for code and data on this excellent thread (3/3) 👇 x.com/garyweissman/s…

🚨 Just released! 🚨 Excited to share our new preprint on the Common Longitudinal ICU Data Format (CLIF)! This open-source format standardizes ICU data for federated research, advancing AI and critical care research. Check it out: (medrxiv.org/content/10.110…) #ICU #DataScience #AI

For more on this, join us on October 10 for a day-long conference on GenAI in health care: ldi.upenn.edu/events/rewriti…

Race & ethnicity & clinician linguistic expressions of doubt in hospital admission notes ft. Courtney Lee, MD, MPH, Xinwei Chen (Penn Division of General Internal Medicine), Jaya (Penn Medicine Center for Health Equity Advancement), Eden Addisu (Penn LDI), Ari Klein, Davy Weissenbacher (Dept. of Biostatistics, Epidemiology & Informatics) & Gary Weissman (PennPulmonaryFellowship) tinyurl.com/yhn76kzj

Great talk by Gary Weissman at #AMIA2024 AMIA - the time where broad spectrum abx should be started is not the same time as identified by sepsis labels!

Very excited to work with Rajeev Alur Mayur Naik Eric Wong Gary Weissman Ravi B. Parikh Sameed Khatana, MD MPH Deo Rajat and Payal Shah to advance trustworthy AI for clinical decision support in this ARPA-H project.

Very grateful to PennAITech for the support, and to co-authors Laura Zwaan and Sigall Bell from whom I learned a ton in writing this!

Looking for a clinical research coordinator job? Interested in understanding if clinical AI systems are effective, safe, and equitable? Come work with our lab to deploy and evaluate AI decision support systems in real clinical practice! wd1.myworkdaysite.com/recruiting/upe…

A major challenge in AI health care regulation is balancing patient safety with innovation. LDI Senior Fellows Daniel Herman and Gary Weissman propose adapting CLIA, a long-standing clinical lab oversight program, to regulate AI. Learn more: ldi.upenn.edu/our-work/resea…

CLIF makes its print debut in Intensive Care Medicine with J.C. Rojas, MD MS, William F Parker, MD, PhD, Nick Ingraham, Chad Hochberg, Kaveri Chhikara, Cathy Gao-Howard, MD MS, Siva Bhavani, vaishvik, Gary Weissman, Kevin Buell, Susan Han, Jay Koyner, Yuan Luo, and many other friends whose handles I don't know (link next):

#AI for #cancer #screening are proliferating. But does it align with what #PCPs find useful? We explore in our new Human Algorithm Collaboration Lab paper in Society for Medical Decision Making (SMDM) Medical Decision Making Policy & Practice led by Vinny Ahluwalia w/ Marilyn Schapira Gary Weissman -->

Primary care provider preferences regarding artificial intelligence in point-of-care cancer screening ft. Vinayak Ahluwalia (MSHP @ Penn), Marilyn Schapira (Penn Division of General Internal Medicine), Gary Weissman (PennPulmonaryFellowship) & Ravi B. Parikh (Emory University) Penn LDI journals.sagepub.com/doi/10.1177/23…