Best of LinkedIn: Health Tech CW 44/45 2026

AI governance, regulation and trust

• UK Government accepts all 44 recommendations of the National Commission into the Regulation of AI in Healthcare
• FDA discussion paper on generative AI enabled devices raises 26 open questions, comments close October 19, weight shifts to continuous validation and postmarket monitoring
• Great Britain to recognise CE marked devices and IVDs indefinitely alongside UKCA
• Conversational AI breaks static medical software rules, new Consumer AI and Mental Wellbeing Commission to assess oversight options
• Trustworthy healthcare AI defined as a named owner, a bounded claim, human oversight and measured benefit
• Doctolib leaders set escalation to doctors and calibrated uncertainty as design requirements after a reported chatbot case involving an epilepsy patient

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Clinical AI, imaging and the connected hospital

• Digital pathology competition shifts from single algorithms to integrated diagnostics platforms
• Radiology AI moves from fragmentation to orchestration of people, data and workflows
• GE HealthCare positions CareIntellect for Operations to coordinate beds, staff and discharges across teams
• Opportunistic screening finds more in existing images, but more detection does not guarantee better health
• Fragmented systems and limited interoperability are the top barriers to AI in patient monitoring, per a Becker's and Philips survey
• GE HealthCare shows Sonic DL and AIR Recon DL making cardiac MR faster and more accessible at ESCR 2026
• Caption AI, which guides cardiac ultrasound capture, cited at ACEP26 as AI that must earn its place in emergency workflows

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Pharma R&D and clinical trials

• About 90% of drug candidates fail, digital twins and synthetic control arms aim to predict trial outcomes earlier
• Virtual Biotech agents annotated 55,984 trials, cell type specific gene targets 48% more likely to reach market with 32% fewer adverse events
• Illumina SpliceAI2 identifies 17% more disease relevant variants than earlier splicing models
• Basel biomarkers conference message: better decisions, not more data, will lift R&D productivity
• BioTechX Basel pillars: FAIR data governance, knowledge graphs and AI driven clinical trials
• CT derived atrial digital twin applied to 2,739 patients, presented at MICCAI STACOM
• SCOPE Europe workshops show AI clinical intelligence platforms becoming practical for trial planning

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Medtech and surgical robotics

• Medical Microinstruments raises $125M Series D led by BioStar Capital, total funding about $345M
• Symani has about 50 installed systems and 3,500 procedures, reimbursement economics is the open question
• NHS robotic surgery funding needs training, cost strategy and theatre workflow planning to last
• Robotic surgery adds most value where it replaces open surgery, less against straightforward laparoscopy
• Medtronic offers Hugo RAS and Sentire through its Cornerstone Robotics partnership
• TIME names Medtronic Stealth AXiS one of its Best Inventions of 2026
• Medtronic and Philips to train more than 100 cardiologists in TAVI across India

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Health IT, digital care and patient engagement

• Oracle Health completes Federal EHR deployment in Alaska
• ChristianaCare goes live on Epic on October 3, first enterprise install on Epic Teamwork tools
• Virtua Health brings reminders, texts and voice messages into Epic through Hello World
• Teladoc and Horizon virtual emergency care fully treats 96% of Grand Manan patients
• ClearChoice and Cresta introduce Hope, an AI voice agent for first patient calls
• Committee report treats obesity as lifelong, with digital care making long term support scalable
• Question raised over banning consulting firms from Epic go live support

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Partnerships, funding and corporate moves

• Siemens Healthineers introduces Olyrian Diagnostics ahead of a standalone future
• NVIDIA plans minority investment in Doctolib to scale AI talent and models
• Oracle Health partners with AstraZeneca on AI agents for clinical trials and care
• Oracle Health, M42 Health and AstraZeneca collaborate on AI driven prevention in Abu Dhabi
• Oracle Health and the VA expand AI to improve prescription processing
• PhyCap Fund invests in Huml Health, a wearable AI platform flagging early substance use relapse
• Siemens Healthineers Circuline brings a reconditioned system and 3D breast imaging to Clay County, Alabama

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Adoption, skills and evidence

• Five factors decide whether validated MedTech innovations get adopted in care
• Five questions to test health AI claims: data, setting, comparator, exclusions, decision impact
• Proposed medical training shifts effort from recalling facts to questioning AI output
• Lancet article argues AI literacy and health literacy must develop together
• Pulse oximetry bias shows need for representative research and updated standards
• Philips Future Health Index Germany finds AI boosts efficiency, training gaps persist
• 58% of Polish patients ask AI about health, yet 67.2% reject AI deciding their treatment alone

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Thanks to Jeevan G., Marcelo Trevino, Joel Kent, Stephen Gilbert, Tareq Madi, Stanislas Niox-Chateau, Balázs Kégl, Asim Khan, Philip Rackliffe, Taha Kass-Hout, Mathias Goyen, Stacy Kelleher, Taleb Kobeissi, Martin Janich, Karley Yoder, Nehal Sejpal, Julius A., Jianbin Chen, Pierre Farmer, Elodie Sax, Èric Lluch, Dina Haman, Harikeshav Narayan‍, Marc DE MARTINI, Jiya Tomar, Jan Beger, Carlos Montefusco Pereira, Jen Doyle, Mikko Vasama and Michał Kępowicz and everyone else who contributed insights to this edition.

Find the full list of posts and voices on LinkedIn: https://www.linkedin.com/pulse/best-linkedin-cw-44-45-health-tech-thomas-allgeyer-m3ihe/