🔍 Intelligence Synthesis JP/EN
Ethics · Regulation · Technology — Pharma Practice Notes
Article digest · Oct 17 PM

AI in Medicine — what each story says

Every story in this issue with a short summary, so you can decide what to read before leaving the site. Summaries are written by AI (Claude) only from each publisher's own description and checked by Jev for anything not in that description. They are not full translations. Follow "Read the original" for the full story.

23 stories16 with summaries8 topics

🩻 Diagnosis and imaging3

Bioengineer.org10/17 09:16 UTC

Hidden Flaws in Public Thyroid AI Datasets Could Inflate Diagnostic Performance

A case-level audit of a public thyroid imaging archive found contradictory labels and data splits prone to leakage. It also found strong evidence that deep learning models exploit acquisition artifacts.

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Korea IT Times10/17 02:02 UTC

[Medical Imaging AI Infrastructure ⑦] Imaging AI Payment Must Reflect Reading Quality, Follow-Up and Patient Benefit

This is the seventh installment in a series on medical imaging AI infrastructure. Earlier installments covered HIRA's first AI-assisted claims review, platform competition, lung cancer screening AI, breast AI, stroke AI and DICOM standardization.

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Bioengineer.org10/17 00:36 UTC

AI Throat Camera Could Replace Swabs and Bring Flu Diagnosis Into the Home

A University of Tokyo feasibility study finds that AI-based throat imaging for influenza could overcome the biological sampling bottleneck that has limited fully remote diagnosis. This holds provided four conditions are met.

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🩺 Clinical decision support5

Nature10/17 06:07 UTC

A scoping review of bias in large AI models for medicine and healthcare

Large AI models, such as large language models, have shown expert-level performance in specific medical domains. Concerns about medical bias are growing, but related research is fragmented and shaped by discipline-specific assumptions, terminology and evaluation criteria. A general understanding of medical bias in large AI models is still lacking.

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Nasscom10/15 14:00 UTC

How AI is Improving Clinical Decision Support Systems

Artificial intelligence is reshaping the healthcare sector by improving the way medical professionals work.

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Bioengineer.org10/16 19:51 UTC

AI Model Flags Infant Hip Dysplasia Before Ultrasound Using Simple Clinical Signs

A machine learning model was trained on more than 12,000 infant screenings. It uses twelve clinical and demographic variables to identify which babies need hip ultrasound, and it achieved strong external validation.

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📝 Generative AI, documentation and records1

🏥 Hospital operations and care delivery4

NBC4 Washington10/16 19:32 UTC

How AI is helping Children's National reduce emergency room wait times

Children’s National Hospital in D.C. says its goals are to shorten wait times and make sure families don’t leave before they’re seen.

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Insurance Business10/16 18:28 UTC

Rising AI costs concern insurtechs as token bills keep climbing

Executives from Blitz and Shift Technology at ITC Vegas weigh the cost of AI as token prices shift.

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💊 Drug discovery and clinical trials2

Mashable Benelux10/17 09:03 UTC

AI and Digital Biology Is Accelerating Drug Discovery. Can Manufacturing Keep Up?

AI has changed the pace of biological discovery. The next test for industrial biotechnology is whether manufacturing can keep pace.

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University of Toronto10/16 19:55 UTC

AI-powered OpenPep platform to accelerate peptide drug discovery

A group of scientists led by Joseph Brown, an assistant professor in the University of Toronto's Leslie Dan Faculty of Pharmacy, is developing an open-access database and an artificial intelligence training model. The tools are intended to identify peptides with therapeutic potential.

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⚠️ Safety, errors and bias4

Bioengineer.org10/16 20:06 UTC

AI Health Summaries Quietly Drop Half the Medical Knowledge They Rewrite

A new study finds that large language models rewriting medical literature for patients retain only about half of the original knowledge. Omissions persist even after corrective prompting.

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scanx.trade10/17 08:29 UTC

Deep Health AI India Ltd revises FY26 audit report

Deep Health AI India Ltd submitted a revised audit report for FY26 to include entity names in the consolidated financial statements, confirming no change in financial results. The auditor flagged key matters regarding an exceptional loss on a proposed acquisition and the deviation in utilization of Rights Issue proceeds.

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Law36010/15 21:56 UTC

Medical AI Platforms Report Settlement Amid Discovery Battle

Medical artificial intelligence startup OpenEvidence and competitors Doximity Inc. and Pathway Medical Inc. told a Massachusetts federal judge on Thursday that they have reached a settlement in principle. The deal would resolve a contentious lawsuit and counterclaim.

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🔬 Research results (major journals)3

greatreporter10/16 14:53 UTC

European Commission Should Be Extremely Concerned About Meta's Sneaky New AI Terms, Say Europe's News Publishers

The European Publishers Council (EPC) is highly concerned about an update to Meta's new commercial terms. The update will allow the company to scrape content from publishers.

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Labroots10/15 19:00 UTC

How AI May Help Make Clinical Decisions

Researchers at the Else Kroner Fresenius Center (EKFZ) for Digital Health at TU Dresden and Dresden University Hospital have developed an on-premises medical AI system.

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🇯🇵 Medicine and AI in Japan1

The Medical AI Times10/16 01:58 UTCJapanese

Detecting Esophageal Cancer Without Endoscopy: Large-Scale Screening With Non-Contrast CT and AI

Esophageal cancer is often diagnosed at an advanced stage, so early detection is important for improving prognosis. Current screening methods such as upper endoscopy are invasive and limited by medical resources, making large-scale screening of asymptomatic populations difficult. A Chinese research team therefore studied an approach that does not use endoscopy.

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The analysis and visual summary are in the Oct 17 PM issue. Japanese version here.