Top Tweets for #Algorithmovigilance
Importantly, #algorithmovigilance coined by @embimd is paramount to ensure safety of use and equitable delivery of care as AI increasingly becomes integrated into healthcare decision making
@VUmedicine med student @sameer_sundrani presents findings from our @vumcdbmi-led research characterizing emerging models and practices for #HealthAI governance focused on selection, local validation, deployment, and #algorithmovigilance. @AMIAinformatics #AMIA2023
Great literature review and framework for health disparity dashboards, a key aspect of #algorithmovigilance. So important. https://t.co/L5owRQV9gz
Great point about the policy layer by Cassie #Kozyrkov! The #policylayer is similar to what is referred to in medical literature as '#algorithmovigilance'. I discuss #AIbiases in #healthcare and ways to address them in my newly published research: https://t.co/q3Cyvr88Xy
Solving AI bias with a data deletion strategy or "fairness through unawareness" is a pretty idea that leads to ugly results. Here's why.
https://t.co/QryeaLyrMV
Honored to be joining my colleagues and presenting at today's @theNASEM session on #UnequalTreatment revisited, focused on #HealthcareEquity, where I will discuss Advancing #Algorithmovigilance for AI-Driven Healthcare Equity and Effectiveness.
Today at 11am EST: NASEM Unequal Treatment Revisited: The Current State of Racial and Ethnic Disparities in Healthcare https://t.co/1xWBvOk5Eq Humbled to co-moderate with the amazing @DrCHWilkins and hear from...
Great to see several mentions by these expert panelists of the critical importance of advancing #algorithmovigilance as key for responsible AI use
https://t.co/RAua7NiVBG
@kdpsinghlab @RTI_Intl @Stanford @UCSDHealth @UCSF @UCC @ucl @UMCUtrecht @UMNews @UniofOxford @UofT @UW @VanderbiltU @WashUi2db @Yale #AlgorithmoVigilance
ht @embimd / Dick Schreiber
@candacegranberg @DanKeefe12 @SPU_Urology Love it! So great to see this concept being advanced in so many venues. We need to operationalize approaches to #algorithmovigilance now more than ever to ensure effective, safe, & equitable AI across healthcare. https://t.co/RAua7NinM8
@SusanCHull @MattSakumoto @AMIAinformatics @scottnelsonrx @SusanCHull beat me to it ;)
Very glad to see so many focused on the need for advancing #algorithmovigilance!
Learned a new word from @DanKeefe12!
Awesome talk on algorithms and the future of machine learning. 💻
#AUA23 #SPU23 @SPU_Urology
#algorithmovigilance 🤓
@embimd #AI + #LearningHealthSystems = need for increased focus on #Algorithmovigilance … creating better, more trustworthy, and equitable digital health interventions!
@embimd closing out the @PennMedicine #LearningHealthSystems symposium - focusing on the role of #AI and #Algorithmovigilance
Excellent and succinct set of conclusions re: AI's ethical use in improve healthcare by @culehmann, including the final: #Algorithmovigilance is paramount.
Couldn't agree more!
@bfm discusses the importance of engendering #Trust in #Algorithms through engendering #Transparency and eliminating #Bias #FAIR #MobilizeCBK @rrichesson @AHRQNews #Algorithmovigilance @embimd @jeplatt @jrichardson312 @JoshCRubin
Excited to join my colleagues this morning for a panel on AI "Tales from the Trenches" at #sail22, discussing experiences using AI-derived algorithms in healthcare, including my focus on #algorithmovigilance to monitor for and prevent adverse effects. https://t.co/okSrrBMOuZ
Something we emphasise is the role clinicians must play -AI companies & regulators all have a role, but clinical teams are closest to the implementation (& patients) and will also be key players in #algorithmovigilance - and btw, *this* is how you build clinician trust.
@kdpsinghlab @atulbutte @ProfLHunter @stepheaneff @oziadias @JAMA_current Thanks. Absolutely! We must prioritize development and adoption of approaches to ongoing evaluation and monitoring of algorithms in practice. #Algorithmovigilance
Excited to be moderating a panel today on advancing #algorithmovigilance to enable systematic monitoring and learning of the (un)intended impacts of #AI-driven care. Joined by @boussard @amarkdas @emendonca and @lindsecj. @Regenstrief @StanfordMed @VUMChealth @Merck @IUImpact
#IndianaAIweek is about to begin! Over the next five days, participants will hear from an exciting lineup of presenters, including @SenToddYoung and @NSF's Erwin Gianchandani.
Take a look at this week's agenda and learn more about the event: https://t.co/RIshovHyYt
This is more evidence of the need for transparency & vigilance in algorithm development & implementation.
Even when expert-led, using best IT, the performance & outcomes of #AI-guided care can’t be assumed; we must test & monitor.
#Algorithmovigilance
https://t.co/QdYk86gPVq
Thank you for folks who have shared or commented on our paper. I know the paper is being used by some to dunk on Epic. Rather than piling on, I want to provide a clear-eyed view of what we found, what it means, and what I would suggest to Epic (& other model devs) going forward.
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