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Ethics · Regulation · Technology — Pharma Practice Notes
Article digest · Oct 21 AM

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.

53 stories37 with summaries17 topics

🩻 Diagnosis and imaging5

Applied Radiology10/20 13:41 UTC

Spectral CT Today: Clinical benefits, AI, and the Future of CT imaging

Applied Radiology spoke with two leaders representing complementary perspectives on the current state of CT. The discussion covers the technologies shaping its future.

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Inside Precision Medicine10/20 16:04 UTC

Beyond Detection: Rethinking Radiology in the Age of AI

Advances in artificial intelligence are opening up possibilities for how images are interpreted, reported, and acted upon.

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CancerNetwork10/20 07:48 UTC

The Evolution of Artificial Intelligence in Oncology: Impact on Trials, Workflows, and Outcomes

Emerging technologies in oncology care include specialized LLMs, AI-assisted CT scans for early detection, and foundational models that democratize pathology.

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🩺 Clinical decision support5

Bioengineer.org10/19 22:01 UTC

Machine Learning and Multi-Omics Reveal Toxicity Signals in Adverse Reactions to a Traditional Chinese Medicine

A clinical study combined metabolomics, microbiome sequencing and machine learning. It identified molecular and microbial signatures that predict adverse reactions to Evodia rutaecarpa in patients.

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📝 Generative AI, documentation and records3

Healthcare IT Today10/20 18:48 UTC

The Point Solution Trap: Why Buying More AI Tools Won’t Fix Healthcare’s Workflow Problem

Healthcare organizations are spending millions adding AI point solutions onto outdated workflows. NextGen Healthcare's Gautam M. Shah explains why IT leaders should stop buying standalone tools and redesign the EHR into an active system of context. He says focusing on clinical capacity is the way to fix broken ambulatory care workflows.

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HIT Consultant10/20 23:04 UTC

MEDITECH Partners with Lifemed AI to Arm Hospitals Against Payer Claims Denials

MEDITECH is partnering with Lifemed AI to deploy non-generative deep-learning neural networks. The tools automate pre-bill scrubbing and aim to eliminate hospital claim denials.

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MedicalResearch.com10/20 11:58 UTC

Best AI Scribe Software Solutions: 6 Picks Made for Clinicians

Six AI scribe tools are compared for clinicians. They range from self-serve options such as Twofold and Freed to enterprise platforms such as Abridge, Dragon Copilot and Suki.

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🏥 Hospital operations and care delivery1

HIT Consultant10/19 07:00 UTC

Sunlight AI Secures $17.4M to Scale Operating Infrastructure and Collections for Independent Physicians

Sunlight AI launched with $17.4M in seed funding. It offers an AI patient-to-payment operating layer intended to keep physicians independent.

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💊 Drug discovery and clinical trials3

TechCrunch10/20 20:35 UTC

OpenAI acquires startup Orchestra Bio⁠ to beef up its biotech business

OpenAI says it is adding Orchestra's team and technology to work on Rosalind, its AI model for life sciences research. They will also join Rosalind Workbench, a related tool that aims to help researchers plan experiments and analyze results.

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36Kr10/21 01:04 UTC

AI in Patient Recruitment: Revolutionizing Clinical Trial Enrollment for Faster, More Efficient Research

Artificial intelligence is being applied across the full lifecycle of drug research and development. Stages named include target identification, virtual screening, lead compound optimization, clinical trial design optimization, patient enrollment stratification, real-world data analysis and post-marketing safety monitoring.

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⚖️ Device approvals and regulation2

RAPS10/20 22:03 UTC

FDA, MHRA officials eye streamlined frameworks for regulating genAI

Regulators from the US and UK discussed ongoing efforts to develop regulatory frameworks better suited to generative AI products. The discussion took place at The MedTech Conference in Boston on Tuesday.

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MedCity News10/20 22:25 UTC

FDA Official Believes GenAI-enabled Tools Will Need to Be Assessed Like a Physician

Rick Abramson, a radiologist by training and director of FDA's Digital Health Center of Excellence, spoke about how the agency views such devices. He said the idea emerged that these devices may be starting to behave more like a physician than like a heart valve or a defibrillator.

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⚠️ Safety, errors and bias4

EurekAlert!10/20 14:40 UTC

Does AI know when to say "no"? New study reveals AI chatbots recognize unnecessary medical tests, but stumble where human doctors disagree

A joint study by Ben-Gurion University of the Negev and Clalit Health Services found that leading large language models identify redundant medical interventions in the vast majority of cases. They stumbled mainly in gray areas where medical consensus itself is divided.

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AfroTech10/20 17:41 UTC

With Health AI Moving Faster Than Its Safeguards, AFROTECH™ Speaker Dr. Tiffani Bright Sees an Opening

Ten years ago, Dr. Tiffani Bright's work centered on clinical decision support, using rules written and checkable by humans. She said AI was not on her radar then because it was not yet in the clinic.

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Fast Company Middle East10/20 12:19 UTC

The UAE is becoming a test bed for medical AI. But the real test begins after the pilot

AI is moving deeper into UAE healthcare, from detecting prostate cancer to predicting dementia. Hospitals now face the harder challenge of proving it can work reliably at scale.

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🔬 Research results (major journals)2

Motor Illustrated10/20 16:08 UTC

AI Can Now Find Your Car’s Weak Spots, Japan’s Automakers Warn

The Japan Automobile Manufacturers Association (JAMA) says frontier AI models have greatly increased hacking threats to vehicles. Honda's Mibe targets a viable automated driving business by around 2030. Quebec's CEST found that locked-down car software already limits independent repair.

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Scientific American10/19 22:30 UTC

Can AI predict whether you’ll die from cancer from just an image of your face?

Researchers tasked an algorithm with predicting cancer patients' risk of dying. For some people, it was shockingly accurate.

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🇯🇵 Medicine and AI in Japan2

Cloud Watch10/21 01:00 UTCJapanese

Hitachi develops physical AI solution for process manufacturing linking predictive detection and fault diagnosis AI

Hitachi announced on the 20th that it developed a physical AI solution for process manufacturing. It links predictive detection of equipment failure risk from data changes with equipment fault diagnosis using AI agents. The company says users can achieve advanced stable operation by reducing reliance on individual expertise, along with a drastic improvement in maintenance efficiency.

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Medical Tech News10/20 11:12 UTCJapanese

Saiseikai Kawaguchi General Hospital adopts Notta AI transcription, cutting minutes-writing from 90 to 10 minutes

Notta, a speech recognition service based in Chiyoda, Tokyo, announced on October 20 that Saiseikai Kawaguchi General Hospital in Kawaguchi, Saitama, has adopted its meeting recording and summarization service.

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🩻 Diagnosis and imaging4

Diagnostic Imaging10/20 15:09 UTC

FDA Clears MRI-Based AI Software for Prognostic Evaluation of Patients with Mild Cognitive Impairment

The NEXT-Cue AI software incorporates analysis of brain MRI scans. It reportedly supports prognostic assessments of potential progression from mild cognitive impairment (MCI) to Alzheimer's disease within five years.

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🩺 Clinical decision support5

UT Southwestern10/20 15:32 UTC

Artificial intelligence-enabled triage tools may reflect human biases : Newsroom

Researchers at UT Southwestern Medical Center reported that AI-driven tools used in emergency triage may be susceptible to the same clinical stigmas associated with human assessments. The findings were published in npj Digital Medicine.

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Cedars-Sinai10/19 13:00 UTC

How AI, Wearable Devices Can Predict Sudden Cardiac Arrest

Cedars-Sinai researchers explain how AI and consumer wearables could help predict sudden cardiac arrest years or hours before an event occurs.

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TechBullion10/19 04:55 UTC

AI for Risk Prediction: How Businesses Spot Risk Before It Becomes a Loss

The article says AI risk prediction gives organizations time to act before a risk becomes a loss.

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https://politicsuk.com/10/20 08:51 UTC

Making AI Work for NHS Patients

Drawing on 25 years as a district nurse, Paulette Hamilton MP argues that AI must deliver real improvements for NHS patients and staff.

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📝 Generative AI, documentation and records3

https://www.healthcare.digital/10/20 08:25 UTC

Nelson Advisors: Clinical Artificial Intelligence at the Inpatient Frontier - Analysis of Healthleap's $38 Million Funding Round

Healthleap was founded in South Africa in 2022 by siblings Josiah Meyer and Jemima Meyer to address an operational vulnerability in inpatient clinical care. Jemima Meyer is a registered dietitian trained at the University of the Free State who completed her clinical service within the South African Military Health Service. The description says she experienced firsthand the friction of inpatient bedside screening in high-volume hospital environments.

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Pulse 2.010/20 11:02 UTC

Specialty1 Partners Expands AI Investments Across More Than 225 Dental Practices

Specialty1 Partners is expanding its investment in artificial intelligence across its national specialty dental network. The investment targets clinical documentation, patient access, administrative automation, contract management and employee productivity.

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🏥 Hospital operations and care delivery4

IT Brief New Zealand10/20 02:30 UTC

Hospital network blocks patient data sent to AI tools

Hundreds of attempted uploads were stopped after the network installed endpoint controls. The controls are intended to keep patient records out of public AI tools.

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BetaKit10/20 18:12 UTC

Families of Wes Hall, Patsy Anderson make $3-million donation to SickKids' AI initiative

The SickKids AI program aims to deploy "responsible AI" across clinical care, research, education and operations.

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Digital Today10/20 04:38 UTC

Nvidia unveils investment plan in Germany; Merz urges companies to open the door to AI

Nvidia plans to invest in four German startups, Agile Robots, Avelios Medical, Mirelo AI and Reflex Aerospace, as it expands AI investment in Europe, CNBC reported. The investment size was not disclosed. German Chancellor Friedrich Merz called on companies, including small and midsized firms, to open their data to AI, and CEO Jensen Huang said AI would strengthen Germany's industrial competitiveness.

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Digital Today10/20 00:29 UTC

KT partners with Acryl on medical AX business to expand hospital-tailored AI services

KT said on Tuesday it will work with medical AI specialist Acryl to help medical institutions use data and adopt AI services. The two companies signed a memorandum of understanding at Acryl's headquarters in Seoul. They plan to promote medical data standardisation, jointly identify and test medical AI technologies and services, and advance R&D and commercialisation.

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💊 Drug discovery and clinical trials3

The Clinical Trial Vanguard10/20 13:00 UTC

AI Is Flooding Drug Discovery With Candidates. Clinical Validation Has No Flood Gates.

AI can generate 100x more drug candidates, but trials still need real patients. The article says the bottleneck has shifted and most sponsors have not noticed.

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PR Newswire10/20 12:00 UTC

Evogene to Participate in U.S. East Coast AI Drug Discovery Roadshow Organized by the Israel Export Institute and TradeIL

Evogene Ltd. (NASDAQ: EVGN) (TASE: EVGN) is a computational chemistry company specializing in AI-driven generative design of small molecules. It will take part in the roadshow on the U.S. East Coast.

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⚖️ Device approvals and regulation2

Select Science10/20 06:25 UTC

MHRA unveils AI plans and deepens FDA ties

The description covers the MHRA's plans for agile MedTech and AI regulation, the AI Airlock, and deeper collaboration with the FDA. It also points to expert insights on SelectScience.

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Pharmacy Business10/20 17:47 UTC

MHRA seeks closer ties with US FDA on MedTech and AI regulation

The MHRA is recruiting a Regional Deputy Director of US Partnerships. The role will liaise with the FDA.

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⚠️ Safety, errors and bias2

finance.biggo.com10/20 15:09 UTC

Should You Trust ChatGPT With Your Health?|a16z

Karan Singhal, who leads health AI research at OpenAI, says the company's goal is to make "trustworthy, abundant, reliable health intelligence" free.

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🔬 Research results (major journals)3

RealClearHealth10/20 13:45 UTC

What Is a Phase 1 AI Trial?

The Lancet recently published an AI trial that called itself phase 1. The trial had no dose finding and was not a 3+3 or Simon two-stage design.

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AOL.com10/20 13:01 UTC

Could AI Use a Simple Photo of Your Face to Reveal Clues About Your Health?

Researchers at Mass General Brigham developed a new model that can estimate age and predict survival outcomes from just one photo.

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The analysis and visual summary are in the Oct 21 AM issue. Japanese version here.