Tinglong Dai
@tinglongdai.com
📤 53
📥 105
📝 31
Ferrari Professor of Business, JohnsHopkins; VP INFORMS ✍🏻 AI, Supply Chains, & Healthcare
reposted by
Tinglong Dai
JAMA Health Forum
27 days ago
FDA-cleared #AI medical devices often experience recalls shortly after clearance, particularly those without clinical validation and produced by publicly traded companies.
ja.ma/3UFrZqI
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Medical AI is as much about forgetting as it is about learning. Even if data are deleted, models can still remember what they learned. That’s why “machine unlearning” is emerging as a crucial frontier for privacy, regulation, and trust. New in Health Affairs:
www.healthaffairs.org/content/fore...
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Unlearning In Medical AI: A New Frontier For Privacy, Regulation, And Trust | Health Affairs Forefront
Even if data are removed from a system, it’s possible that an AI model may still be retaining the ‘lessons’ it learned from training on that data in the past.
https://www.healthaffairs.org/content/forefront/unlearning-medical-ai-new-frontier-privacy-regulation-and-trust
29 days ago
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reposted by
Tinglong Dai
JAMA Health Forum
about 1 month ago
FDA-cleared #AI medical devices often experience recalls shortly after clearance, particularly those without clinical validation and produced by publicly traded companies.
ja.ma/4lFOjeA
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In our new
@jamahealthforum.com
paper, we examined timing and drivers of FDA-cleared AI medical device recalls We show publicly traded companies’ products are far more likely to be recalled. Such recalls often occur within 1st year & with no human testing Read more:
jamanetwork.com/journals/jam...
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Early Recalls and Clinical Validation Gaps in Artificial Intelligence–Enabled Medical Devices
This cross-sectional study examines whether lack of clinical validation and publicly traded manufacturer status were associated with recalls of artificial intelligence–enabled medical devices that had...
https://jamanetwork.com/journals/jama-health-forum/fullarticle/2837802
about 1 month ago
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reposted by
Tinglong Dai
Scott McGrath
about 1 month ago
A study finds clinicians rate peers who use generative AI for primary decision-making lower in skill and competence. Framing AI as a verification tool partially mitigates this negative perception but does not eliminate it.
#MedSky
#MLSky
#MedAI
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Peer perceptions of clinicians using generative AI in medical decision-making - npj Digital Medicine
npj Digital Medicine - Peer perceptions of clinicians using generative AI in medical decision-making
https://www.nature.com/articles/s41746-025-01901-x
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Would you trust a doctor who uses ChatGPT during your visit? Today, we published a study in
@natureportfolio.nature.com
Digital Medicine — the first survey of practicing clinicians on how they view peers who use generative AI in medical decision-making. 🔗
nature.com/articles/s41...
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Peer perceptions of clinicians using generative AI in medical decision-making - npj Digital Medicine
npj Digital Medicine - Peer perceptions of clinicians using generative AI in medical decision-making
https://nature.com/articles/s41746-025-01901-x
about 1 month ago
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With Mariana Socal of
@johnshopkinssph.bsky.social
& Maqbool Dada of
[email protected]
, in Health Affairs Scholar
@healthaffairs.bsky.social
: “Prescription for made in America? Tariffs and U.S. drug manufacturing” url:
academic.oup.com/healthaffair...
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Prescription for made in America? Tariffs and U.S. drug manufacturing
Abstract. Tariffs on U.S. pharmaceutical imports have been recently proposed. This article examines the potential effects of tariffs on U.S. domestic drug
https://academic.oup.com/healthaffairsscholar/article/3/7/qxaf122/8160723
3 months ago
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Honored to lead an incredible team of
@jhu.edu
medical students on the first full look at how @fda.gov-cleared medical AI devices are developed and commercialized, now in
@ai.nejm.org
. We tracked 950 AI medical devices. The results may surprise you:
bit.ly/fdaai25
(1/7)
4 months ago
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reposted by
Tinglong Dai
MedPage Today
5 months ago
"It's not just about higher costs -- it's about readiness." --
@tinglongdai.com
, of
@jhu.edu
, on the threat that tariffs pose to
#publichealth
preparedness.
www.medpagetoday.com/special-repo...
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How Will Trump's Tariffs Impact Medicine and Healthcare?
It's a mess of confusion and angst, sources say
https://www.medpagetoday.com/special-reports/features/115032
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1/5 Quoted in
@nature.com
on how Trump’s tariffs are hitting the supply chain for science:
www.nature.com/articles/d41...
via
@celestebiever.bsky.social
These tariffs influence all facets of global trade, affecting the U.S.'s role as a leading importer and exporter.
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Tariffs hit science labs: Trump levies raise cost of supplies
Import taxes on staples such as microscopes, glassware and computer chips will affect institutions already feeling financial strain.
https://www.nature.com/articles/d41586-025-01060-9
6 months ago
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reposted by
Tinglong Dai
6 months ago
Microscopes, test tubes and other research supplies are about to get more expensive thanks to Trump tariffs. “We're already doing quotes today that are 20% more than they were yesterday”
www.nature.com/articles/d41...
@nature.com
@tinglongdai.bsky.social
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Tariffs hit science labs: Trump levies raise cost of supplies
Import taxes on staples such as microscopes, glassware and computer chips will affect institutions already feeling financial strain.
https://www.nature.com/articles/d41586-025-01060-9
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reposted by
Tinglong Dai
Johns Hopkins Berman Institute of Bioethics
6 months ago
Trust in AI-assisted health systems and AI’s trust in humans - By Madeline Sagona, Tinglong Dai, Mario Macis & Michael Darden | npj Health Systems
www.nature.com/articles/s44...
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Trust in AI-assisted health systems and AI’s trust in humans - npj Health Systems
npj Health Systems - Trust in AI-assisted health systems and AI’s trust in humans
https://www.nature.com/articles/s44401-025-00016-5
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reposted by
Tinglong Dai
Climate, Ecology, War and More by Dr. Glen Barry
6 months ago
Trust in AI-assisted health systems and AI's trust in humans
->
Nature
|
#Health
#AI
|
More info
from
EcoSearch
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Trust in AI-assisted health systems and AI's trust in humans
Trust in healthcare is shaped by interactions between key stakeholders. Its dynamics shift depending on the relationships at play—whether between patients and providers, providers and AI, patients and health systems, or providers and the institutions they serve (Fig. 1). We...
https://www.nature.com/articles/s44401-025-00016-5
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1/ Can we trust AI to deliver health care? And can AI trust us?
www.nature.com/articles/s44...
So excited to share our new perspective in
@natureportfolio.nature.com
Digital Medicine, written with the brilliant Madeline Sagona, Mario Macis, & Michael Darden.
6 months ago
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