@HealthcareAIGuy @Gallup Will be important for digital health innovators to monitor the trendline here...
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Garry Choy, MD MBA
14.6K posts
Garry Choy, MD MBA
@GarryChoy
Chief Clinical Transformation Officer @ UnitedHealth Group / Diagnostic Radiologist / Mass General / Q Bio / andros
San Francisco, CA Katılım Nisan 2011
18.6K Takip Edilen16.9K Takipçiler
New Gallup poll: 16% of US adults are now relying on AI chatbots for medical advice
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@HealthcareAIGuy World models should be studied and compared to LLM-based models for healthcare and life sciences use cases. @ylecun is likely onto something here!
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Are world models the future of healthcare AI vs LLMs?
What do you think?
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Interesting article. Thx @EricTopol in sharing. As a radiologist, I am optimistic about the future of AI practically and truly becomes a non negotiable in helping radiologists and ultimately patients
Eric Topol@EricTopol
How to read a brain MRI and make a diagnosis in seconds, along with urgent triage, with very high accuracy? A vision language AI model from @umichmedicine @natBME tested in real world medicine nature.com/articles/s4155…
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Agentic AI and healthcare will benefit from the work and increasing efforts of companies working on advancing the infra for enterprise use cases
Sam Altman@sama
The companies that succeed in the future are going to make very heavy use of AI. People will manage teams of agents to do very complex things. Today we are launching Frontier, a new platform to enable these companies.
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Garry Choy, MD MBA retweetledi
Agree with you @vkhosla - future of autonomous agentic AI is developing rapidly. Watching and monitoring as these new developments may have impact and key learnings applicable to agentic healthcare AI
Vinod Khosla@vkhosla
Worth understanding...
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Good to see continued randomized trials study design in consumer health tech making a difference @Apple @applehealthapp
Berci Meskó, MD, PhD@Berci
Finally, a randomized trial of using the Apple Watch (AW) for monitoring patients after catheter ablation of atrial fibrillation (aFib)! Only such examples of evidence would allow smartwatches to become part of everyday care. "Patient-led AW-based monitoring after AF CA reduced the time to recurrent arrhythmia detection, increased the overall detection yield, and was associated with fewer unplanned hospitalizations compared with standard care. These findings may support the integration of patient-owned wearable devices into structured postablation follow-up pathways." Study: sciencedirect.com/science/articl…
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Great insights on converging (force multiplying) trends in healthcare!
Morgan Cheatham, MD@morgancheatham
the most consequential advances of the last decade in healthcare and life sciences weren't singular breakthroughs. EHRs required workflow redesign, incentive realignment, and regulatory mandate before they could reach scale. GLP-1s have transformed obesity treatment only as fast as patient demand, reimbursement, and clinical protocols have moved in concert. genetic medicines have become scientifically tractable, yet their success hinges on manufacturing capability, novel payment models, and entirely new approaches to care delivery. individual interventions rarely succeed in isolation. diagnostics, therapeutics, software, services, AI, payment reform, and policy each contributes to the blueprint, yet none completes it alone. the greatest constraint is the system's capacity to absorb any single intervention without the others advancing alongside it. the questions we ask are simple: given a problem, which combination of tools best addresses it, and allows for compounding effect? as new tools emerge, how do we integrate them and let the system reorganize around them? at @BreyerCap, our investment philosophy reflects that orientation. so does our forecast for the year, examining how computation, precision, and prevention are converging to reshape the industry's architecture:
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Garry Choy, MD MBA retweetledi
Humanoid robotics coming to healthcare
Teslaconomics@Teslaconomics
Optimus is going to be one of the biggest equalizers humanity has ever seen. Bc when every family can access a robot that delivers world class medical care, it means the quality of your health no longer depends on your income, your zip code, or your background. I get it now.
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Garry Choy, MD MBA retweetledi
An inventive new guidance from @US_FDA, opens opportunities for wellness claims for wearable devices like blood pressure. Enables innovation that empowers consumers and providers, and creates avenues for technology-enabled, high-access primary care.
raps.org/news-and-artic…
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Humanoid robotics holds significant promise in addressing clinical workforce shortages and helping not only healthcare professionals, but also helping populations in these such as the aging and those needing assistance. However, responsible use as well as clinical quality and safety is more important than ever, especially with physical embodied AI.
RoboticsRounds@RoboticsRounds
Humanoid robotics coming to healthcare
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@Bob_Wachter @npratc @NPR Good points Dr. Wachter you made on @NPR regarding maximizing benefits while minimizing risk with AI for patients
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On All Things Considered @npratc @NPR, I discuss patients' use of AI for health. While there are risks, many patients benefit. I prefer tools that guide patients through their symptoms (w/ iterative Q's & A's) rather than general tools like GPT or Gemini.
npr.org/transcripts/nx…
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Interesting study done with randomized trial as recently published in @NatureMedicine. More studies like this may improve quality and safety for LLMs in medicine. Responsible AI in Medicine is critical.
Eric Topol@EricTopol
A randomized trial of using an LLM by primary care physicians for referral to specialists (vs no AI) provided substantial improvements in workflow, patient experience and less test ordering @NatureMedicine nature.com/articles/s4159…
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Great podcast on research of longevity and precision medicine with guest Dr. Michael Snyder of @Stanford / @SnyderShot on with @hubermanlab
Michael Snyder, PhD@SnyderShot
Also a longer one with Huberman. Also alot of fun. youtube.com/watch?v=cjAvD-…
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Garry Choy, MD MBA retweetledi
@AIHighlight This will certainly improve medical education and training! @medschoolrounds
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🚨 BREAKING: Google Research just dropped the textbook killer.
Its called "Learn Your Way" and it uses LearnLM to transform any PDF into 5 personalized learning formats. Students using it scored 78% vs 67% on retention tests.
The education revolution is here.
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With AI booming in medicine, how do we ensure it’s safe? This peer-reviewed study in in Bioethics unveils a practical decision algorithm for black-box AI like LLMs: Evaluate robustness, feasibility, and harms vs. benefits to categorize risks (minimal, moderate, high) and guide ethical rollout. Key risks? Biases, privacy breaches, and over-reliance. Benefits? Better safety and patient outcomes. Link: pmc.ncbi.nlm.nih.gov/articles/PMC12… #AISafety #HealthcareTech
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Will be interesting to see what @NVIDIAHealth and @EliLillyandCo do together to accelerate the development of models and tools to accelerate drug discovery. This type of partnership in a sandboxed environment will make it easier for teams to work together… ultimately accelerate AI making a true practical today difference in real-world evidence, discovery, research, trials, pharmacovigilance, and safety.
NVIDIA Healthcare@NVIDIAHealth
🤝 The future of drug discovery is being built together At #JPM2026, Dave Ricks, CEO of @EliLillyandCo and Jensen Huang, CEO and founder of NVIDIA, shared how their new co-innovation lab will bring world-class scientists and AI experts together to transform medicine. Read more ➡️ nvda.ws/4jHRnaS
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OpenAI launches ChatGPT Health — AI advancing rapidly in health
Greg Brockman@gdb
Introducing ChatGPT Health: openai.com/index/introduc…
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