#algorithmovigilance
A new word: algorithmovigilance
November 17, 2025 at 9:08 PM
Human-Centered Design of an Artificial Intelligence (AI) Monitoring System: The Vanderbilt Algorithmovigilance Monitoring and Operations System (VAMOS) https://www.medrxiv.org/content/10.1101/2025.06.05.25329034v1
June 7, 2025 at 1:41 AM
Heading home after productive, informative, and inspiring ASTP/ONC annual meeting in DC. www.astpannualmeeting.com

Highlight for me was discussing ongoing advances in realizing #algorithmovigilance on a great panel with Corey Miller from Epic, Sara Murray from UCSF, and Jordan Everson from ASTP.
December 5, 2024 at 5:58 PM
@embimd.bsky.social Speaking to the Vanderbilt VAMOS work. Making incredible progress in best practices for Algorithmovigilance (AV) Systems.
December 4, 2024 at 6:23 PM
jama.com JAMA @jama.com · Nov 30
Viewpoint: To safely integrate #AI into healthcare, healthcare organizations (HCOs) and clinicians must proactively mitigate risks through pre-implementation quality checks, ongoing monitoring, and patient/clinician engagement.

https://ja.ma/419xF0h
December 1, 2024 at 6:43 PM
November 28, 2024 at 2:45 AM
jama.com JAMA @jama.com · Nov 28
"We're going to need clinical health systems and professional societies to get very involved in self-regulation."

FDA Commissioner Robert Califf speaks with JAMA+ AI Editor in Chief Roy Perlis about the challenges of regulating #AI in health care.
November 28, 2024 at 2:38 AM
🧪 Dr. Hersh highlights the need for more rigorous RCTs in clinical AI, noting the scarcity and bias in current studies. He advocates for translational research and algorithmovigilance to improve AI's impact on healthcare, suggesting failures in RCTs can guide future AI development. 🩺🖥️🤖
nlmdirector.nlm.nih.gov
February 8, 2024 at 3:58 PM
We need to establish AI standards and guidelines. Dr. Peter Embi's article on Algorithmovigilance rings true. AI, ML, and NLP need to be forces of good for healthcare.
The AI EO is out! It seeks to accelerate federal use of AI (pro-immigration, pro-experimentation) and erect guardrails and safety features. Her agencies to implement AI Bill of Rights. Lots on standards development, harms and safety research, open source consideration, test beds. More to come!
FACT SHEET: President Biden Issues Executive Order on Safe, Secure, and Trustworthy Artificial Intel...
Today, President Biden issued a landmark Executive Order to ensure that America leads the way in seizing the promise and managing the risks of artificial intelligence (AI). The Executive Order establi...
www.whitehouse.gov
October 30, 2023 at 4:50 PM