PSA: General-purpose multimodal models, like Gemini 2.0, Grok-2, and GPT-4o are NOT good at interpreting medical images. This is expected, as they were not trained for this purpose. Last week, I shared a video of Gemini 2.0 Realtime looking at a CT that went viral. It was an

• 41% reduction in radiology TAT • 40% improvement in time to treatment • 2.5x improvement in appropriate PERT consultations rate When AI solutions are deployed across the patient journey, the impact of AI becomes cumulative, trickling down to the patient. #IRad #CardioTwitter

I had a blast joining @JBikman on his podcast to chat about a variety of topics on technology in healthcare, including building an algorithm, market education in this space and valuable lessons and observations from being in the field. #MedTwitter https://t.co/aufmEy5CVR

Interesting utility of #AI to enhance efficiency in administrative tasks and provide guidance to primary physicians on referrals at @providence. What are other interesting ways health systems are using AI for patient engagement that you've heard of? https://t.co/75NfpWs7FM

Every successful #AI implementation starts with 3 central figures within an organization: the AI champion, the department chair and the IT leader. My colleague Chris Holm, who's worked with many champions, walks through all three of the roles. #MedTwitter https://t.co/X51bf2hjcv

As more #radiology departments champion #AI, it's important to ask the right questions before choosing a vendor. The well-established ECLAIR guidelines offer 10 questions to ask when looking to buy. Here are takeaways for each question. #RadTwitter https://t.co/g9TaIgzkxd

According to @roblookstein, AI “is where we are going to go for treating PE, and this is in my opinion the future of advanced diagnosis and triage of all cardiovascular emergencies.” Hear more from Lookstein and @MisraMD from #ISET24: https://t.co/pueKAsCb8K

What is the difference between #GenAI for images and precision imaging AI? Here I provided an analogy explaining the difference and why #radiology demands precision AI to be able to support physicians in a meaningful and impactful way. #RadTwitter #ChatGPT

In advocating for #AI, The Joint Commission released a handful of recommendations at the RAISE conference on how the technology can improve patient experience. Ex-stroke program manager Debi Taylor explains how, from experience. #MedTwitter https://t.co/vX0khX2SYe

Increasing secondary findings, patient throughput and care access — some strong insights from @mhshospital SVP and CIO Jeffrey Sturman on how to use clinical #AI to improve patients' experiences and retain them. #MedTwitter https://t.co/bRCnNe9LDt

A question I hear often about #AI solutions is "What model is used?" Important, but it's missing what matters most: To make meaningful impact, clinical users need a full solution, making a model's insights actionable in the real world. #MedTwitter https://t.co/8SxyaHHq6K

A lot of great examples to look to in 2024 from @StanfordHealth CIO @DrMikePfeffer to inspire other healthcare leaders and #AI vendors. Worth reading some of his insights here: https://t.co/rjbqBdAPZ7

"I don't think this is just another hype cycle. I think this is reality for healthcare. And this may be the thing that saves a lot of us and pulls us out of operating in these negative margins." @TempleHealth CIO Debbie Cancilla on AI's role in healthcare: https://t.co/gUHz7Z9g7q

Re-sharing the #RSNA23 news: Enabling developers to accelerate algorithm building process and achieve unmatched accuracy. Got to have the right data to train & delivery into clinical practice, though. Thanks to @RadiologyBiz's @MStempniak for covering! https://t.co/xNU3pijyud

Inspiring to see how @UMiamiHealth has scaled their #AI deployment across the enterprise, thanks to the amazing clinical champions Dr. McKinney and Dr. Braga we are collaborating with who've had a great vision from day 1! #RadTwitter https://t.co/hUMCwz6JEq

Incredibly humbled to see @aidocmed named to @DeloitteOnTech's list of impactful companies creating meaningful change. A big thanks to the Aidocees for their determination; our backers who've supported our vision; our clinical partners who've inspired us; and Deloitte! #Fast500

Very inspiring to see this. How would clinicians most like to use AI in their daily work processes? #MedTwitter #RadTwitter https://t.co/VDyHtD3cLM

Pleasure to join yesterday at @AtlanticHealth's symposium to speak AI. 2 takeaways: 1. Continue exploring new avenues of researching value of AI 2. Increasing research on AI and patient outcomes Thanks to the organizers who gave me the opportunity to join the panel! #RadTwitter

Deeply inspired by @MayoPlatform's vision to revolutionize care broadly. Together, we are on a journey to reshape healthcare, leveraging the power of #AI. Excited about our efforts to streamline workflows, elevate patient care and transform meaningfully. https://t.co/lEmwahLJFN

.@NovantHealth CIO @onyekanchege shares an inspiring innovation approach, emphasizing the importance of getting hands on keyboards to reduce time to fully functional deployment and the value of education. Proud to partner with visionaries like him on #AI. https://t.co/dp7RyVdKQM