Margaretta Colangelo
@realmargaretta
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Leading AI Analyst - AI Newsletter 57,000+ subscribers
Honolulu, HI
Joined November 2012
AI Predicts Risk of 130 Diseases From 1 Night of Sleep https://t.co/SSI9LuxAlQ
@Stanford @StanfordMed #AI #artificial_intelligence @james_y_zou
linkedin.com
Although humans spend 1/3 of their lives sleeping, sleep has been underexplored with AI. Today AI researchers at Stanford University published a paper demonstrating how an AI model called SleepFM...
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Pretraining on Chronic Lung Inflammatory Disease Datasets to Enhance Lung Cancer Classification using Masked Autoencoders https://t.co/dp7JJ1N8dT
@AxelMasquelin @BrighamWomens @JohnShepherdPhD @UHCancerCenter #lungcancer #autoencoders #CancerResearch
linkedin.com
On December 5, 2025 Axel Masquelin, PhD from Brigham and Women’s Hospital gave a talk entitled "Pretraining on Chronic Lung Inflammatory Disease Datasets to Enhance Indeterminate Lung Cancer Classi...
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How Often Does Medical Advice From LLMs Harm Patients? https://t.co/IOJ5dGGZvW
#LLMs #AI @StanfordMed
linkedin.com
LLMs are now routinely used by doctors for medical advice. 33% of doctors in the US report using LLMs, and 20% of doctors consult LLMs for second opinions.
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Shareable AI To Extract Cancer Outcomes From EHRs For Precision Oncology Research https://t.co/Fvy3fHb9zt
@DanaFarber @UHCancerCenter #AI #CancerResearch #Cancer
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Only 17% of FDA-Authorized AI-Enabled Medical Devices Are Approved For Children https://t.co/JJspp7ool7
@US_FDA @FDADeviceInfo #FDA #healthcare
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AI Improves Risk Stratification For Liver Transplant Patients https://t.co/ZB5XyoFRDg
@MayoClinic #AI #healthcare
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FDA Requests Public Comment: Measuring and Evaluating AI-Enabled Medical Device Performance in the Real-World https://t.co/5vot2lxmIf
#AI #FDA @US_FDA @FDADeviceInfo
linkedin.com
On September 30, 2025 the FDA announced a Request for Public Comment to obtain feedback from the public on measuring and evaluating the performance of AI-enabled medical devices in the real-world....
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Ethical and Responsible AI in Healthcare: Balancing Innovation and Patient Safety https://t.co/oMICpkqrd9
@uhmanoa @dukenus #EthicalAI
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Rethinking AI-Human Integration in Radiology https://t.co/SzIiqFHpQE
@pranavrajpurkar @JohnShepherdPhD @UHCancerCenter @harvardmed #radiology #AI #LLM
linkedin.com
On September 5, 2025, Dr. Pranav Rajpurkar, Co-founder of a2z Radiology AI and Associate Professor at Harvard Medical School gave a talk entitled "Beyond Assistance: Rethinking AI-Human Integration...
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Tempus Acquires Paige For $81.25 million https://t.co/chp4U6bZm5
#pathology
linkedin.com
This week Tempus acquired Paige for $81.25 million.
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1247 FDA Approved AI-Enabled Medical Devices https://t.co/waOhVxq5WD
@US_FDA @FDADeviceInfo @FDA #FDA #AI #MedicalDevices #radiology @GEHealthCare @SiemensHealth @Philips @CanonUSA @aidocmed @PaigeAi
linkedin.com
Since 1995, the FDA has authorized over a thousand AI-enabled medical devices via 510(k) clearance, granted De Novo request, or approved PMA. Most devices use the 510(k) pathway indicating that these...
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A new conference where AI is the primary author and reviewer https://t.co/kATobwGK1B
#AI #LLMs #Science
linkedin.com
AI systems are now involved in every stage of scientific inquiry except one. Conferences don't allow AI-written papers and almost all journals prohibit acknowledging AI as an author.
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Human In The Loop Medical AI Applications https://t.co/Rbaw1dIxwR
#AI #radiology @NorthwesternU @NUFeinbergMed @NorthwesternMed @UHCancerCenter
linkedin.com
On July 11, 2025, Ulas Bagci, Ph.D.
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LLM Predicts Cancer Progression With High Accuracy Across Cancer Types https://t.co/zH0Qyaaj58
#LLM #LLMs #AI #oncology #Cancer @MSKCancerCenter @UCSF @UCSFHospitals
linkedin.com
Anyi Li and colleagues at Memorial Sloan Kettering Cancer Center in collaboration with researchers at University of California, San Francisco trained a LLM on real-world clinical oncology data to...
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New AI Powered Muscle Segmentation Algorithm Is Publicly Available https://t.co/6JXRUARYbx
#AI
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Claude-Powered Biomni AI Agent Now Free For Scientists https://t.co/fTeBOGSn9t
#AI #claude @AnthropicAI #LLMs
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