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The Definitive Guide to Open Source Medical Imaging Datasets in 2026
A comprehensive guide to the most important downloadable open source datasets in medical imaging, covering modalities from X-ray to MRI, with direct…
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From Echo to EHR: Multimodal LLMs Edge Closer to a Cardiologist’s Digital Co‑Pilot
A new paper in the Journal of Medical Systems highlights how multimodal large language models could unify imaging, ECGs, labs, and notes…
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A Hidden Flaw in Radiation Side‑Effect Forecasts: Why “Competing Risks” Could Change ORN Prevention
New research in the Journal of Medical Systems argues that ORN risk after head and neck radiation can be overstated if prediction…
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AI Wants to Help Prevent Teen Suicide—but the Real Test Is Trust, Workflow, and Follow‑Through
A new paper in Artificial Intelligence in Medicine describes an AI-based approach aimed at supporting U.S. adolescent suicide prevention initiatives. The bigger…
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AWS bets on agentic AI — and quietly tees up quantum’s next act in healthcare
AWS is positioning AI agents as the next practical leap beyond chatbots—software that can execute multi-step healthcare workflows with guardrails. The company…
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Poison in the Training Set: Why Medical LLMs Need a Supply-Chain Mindset
New research reported by Nature Medicine shows medical LLMs can be steered toward misinformation by poisoning only a small slice of their…
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A New ‘Preclinical Obesity’ Label Could Redraw the Treatment Line—Or Push Care Further Out of Reach
A proposed “preclinical obesity” diagnosis aims to move beyond BMI and refine who qualifies for obesity care. Critics, as reported by STAT…
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Inside MUSC Health’s Push to Reduce OR Gridlock with AI-Driven Scheduling
MUSC Health is using AI analytics to improve operating room scheduling amid rising surgical demand and consistently high utilization. The move highlights…
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The Rise of the Clinical AI Specialist: A New Career Path Bridging Medicine and Machine Learning
Hospitals are creating new roles for clinicians who can evaluate, deploy, and monitor AI systems. Here is what the job looks like…
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Opinion: Why Hospital CIOs Should Stop Buying AI Point Solutions
The proliferation of narrow AI tools in hospitals is creating integration nightmares and alert fatigue. It is time for a platform approach.
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AI in Dermatology for Melanoma Detection: From Smartphone Scans to Clinic-Grade Decision Support
AI is reshaping melanoma detection through computer vision that supports triage, teledermatology, and clinician decision-making. The next phase hinges on prospective validation,…
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Google DeepMind’s AlphaFold 3 Predicts Drug-Protein Interactions with Near-Experimental Accuracy
The latest iteration of Google’s protein structure prediction AI extends beyond static structures to model dynamic molecular interactions, with major implications for…
