FDB’s Virginia Halsey introduced Model Context Protocols, a set of contractual guardrails for healthcare AI. The protocols require AI models to achieve a predefined confidence threshold before influencing clinical decisions and restrict their behavior to approved use‑cases. By embedding these safeguards, the approach aims to keep AI deployments safe, compliant, and trustworthy. The concept positions confidence‑based contracts as a potential industry standard for AI risk management.

Healthcare providers are increasingly dependent on multi‑layered vendor ecosystems to deliver AI, blockchain and IoT solutions, extending HIPAA liability to every downstream partner. The rise of “nth‑party” suppliers creates a hidden growth tax, delaying projects, inflating M&A costs, and exposing...

The article updates the classic six‑factor framework for medical‑device commercialization, highlighting that Technological Feasibility, Market Size, and Reimbursement Potential remain top‑ranked but now demand AI integration, digital‑health ecosystem compatibility, and early payer engagement. Regulatory pathways have shifted dramatically with the...

In Episode 9 of Drug Dealin, hosts Kenny and Shibu demonstrate how patients can use publicly available tools like ClinicalTrials.gov and AI language models to uncover novel treatment options, focusing on a hypothetical Parkinson’s disease case inspired by a TV...
YOU(th) has secured US$4.5 million to scale its AI‑driven smartphone health‑screening platform, which evaluates over 50 digital biomarkers in under two minutes. The round was led by Callisto Health with participation from caesar., adesso Ventures, Antler, Moonstone, 1024 Ventures and notable...

Valant announced expanded AI Notes Assist, an AI‑driven documentation tool that now supports more than 100 behavioral health note templates, including SOAP, DAP, BIRP and custom formats. Integrated directly into Valant’s secure EHR, the solution generates structured notes from in‑person,...

ViVE 2026 in Los Angeles marked a decisive shift from digital ambition to operational accountability across the health ecosystem. Leaders emphasized that AI adoption now hinges on governance, measurable ROI, and clinician trust, while interoperability is being treated as core...

Continuous cardiac monitoring via wearable ECG devices is reshaping clinical trials and post‑market care. Recent studies show that 14‑day monitoring after cardiac surgery uncovered atrial fibrillation in 24% of patients, many of which were missed until three‑month follow‑ups. In epilepsy...

Cara Medical announced that the U.S. FDA granted 510(k) clearance for its CARA System, a non‑invasive solution that creates patient‑specific 3‑D visualizations of the cardiac conduction system using CTA data. The platform pairs the CARA Metis™ Simulator for pre‑procedural mapping...

Digital imaging, especially 3D scanning and advanced radiography, is reshaping orthodontic diagnostics and treatment planning. These tools generate highly detailed virtual models and clearer X‑ray images while exposing patients to less radiation. The technology enables personalized treatment plans, real‑time monitoring,...
Takeda is leveraging real‑world evidence (RWE) and human‑focused AI to reshape clinical trial design, patient access, and global market strategies. Chief Medical Officer Awny Farajallah highlights three pillars: robust evidence generation, capability building, and early patient access. RWE is used...
Chronic liver disease in the UK is often identified only after emergency admission, with more than a third of such patients dying within a year. Stigma and competing primary‑care priorities leave up to 80 % of MASH cases undiagnosed, driving rising...

Buzz Health President Joseph Kleiman says TrumpRx is advancing drug‑price transparency by giving consumers early visibility into prescription costs. He notes that real‑time pricing can help patients compare options but also warns that prices are dynamic and may change before...

Researchers at the University of Edinburgh have created a luminescent reporter that detects granzyme A activity in stool samples, offering a rapid, non‑invasive marker of gut inflammation. In a trial of 150 specimens, the new assay combined with standard faecal calprotectin...
Women’s HealthX (WoHX) will convene 750 pharma, biotech, hospital, insurer, startup and government leaders in Boston on December 3‑4, 2026. The two‑day summit aims to close the sex‑difference data gap by showcasing evidence‑based technologies, AI tools and digital therapeutics across the...

A meaningful share: AuthorsReading posted an editorial review of The Doctor’s Future. They spotlight the book’s focus on the real-world questions behind AI/robotics in healthcare—privacy, accountability, ethics, patient trust, and how clinicians can adapt their roles with clarity (supported by the...

Oura’s analysis of over 700,000 US members shows that the biannual Daylight Saving Time (DST) shift measurably disrupts sleep and recovery. In the spring “forward” transition, deep‑sleep proportion fell 1.14% while sleep latency rose 2%, yet steps rose 2.84% and...

Sword Intelligence has launched its AI‑driven care‑operations platform in the UK, targeting NHS waiting‑list pressures. The solution automates triage, coordination, outreach and scheduling, freeing clinical capacity without major staffing or infrastructure upgrades. Simultaneously, the company is building one of Europe’s...
Researchers investigated how hydrothermal processing—both classic autoclave and microwave irradiation—affects the transverse relaxivity (r₂) of DyF₃ nanoparticle colloids. Using ¹H NMR at magnetic fields of 0.6 T, 3.65 T and 9.4 T, they found that autoclave‑treated samples exhibit the highest r₂ values, outperforming...
Whiddon, a leading residential aged‑care provider in NSW and southeast Queensland, has deployed Telstra Health’s centralised care‑planning platform across its 24 homes. The system enables real‑time, point‑of‑care documentation, family portals and mobile workflows, replacing legacy paper‑based processes. By achieving data...

IEEE has a very technical overview of ingestible electronics and tomorrow's smart pills that could one day deliver drugs and take biopsies. To "take actions based on its findings" is a bit too far-fetched for now. What can these technologies definitely...

We're making headway for off the shelf preventive cancer vaccines in people with hereditary forms of cancer, e.g. Lynch syndrome https://t.co/F3LqKS46BQ
The UK Medicines and Healthcare products Regulatory Agency (MHRA) is urging that AI innovation in healthcare be paired with robust regulation to safeguard patient safety and equity. Richard Stubbs, CEO of Health Innovation Yorkshire and Humber, highlighted the need for...

AI is entering public health infrastructures, connecting epidemiology, clinical data, and research into shared intelligence. When models flag outbreaks early and automate routine tasks, health systems allocate resources with precision and reduce delays. Microblog @antgrasso https://t.co/nuhbxsiFX3
I enjoyed working with an all-star team – the great @LisaRotenstein @UCSF and @DBatesSafety of @BrighamWomens – on this paper describing how to measure return on investment (ROI) for clinician-facing AI tools. @JAMAInternalMed https://t.co/uvhb1qI7mG
An interdisciplinary team at University Health Network (UHN) received the Mission of Excellence Team Inventor of the Year Award for creating H.A.L.O., a remote patient monitoring system. Launched as a company in early 2025, H.A.L.O. now operates across 50 inpatient...
The Schroeder Ambulatory Centre (SAC), a $300 million private non‑profit facility in Richmond Hill, Ontario, has opened its doors with operating rooms, MRI, CT and GI endoscopy capabilities while awaiting full accreditation. It secured $14 million from the provincial government to deliver...
Trillium Health Partners has launched a clinical AI application that automatically detects intracranial hemorrhage on head CT scans, flagging urgent cases in real time. The tool, sourced through Sectra Amplifier Services, also identifies midline shift, mass effect and skull fractures,...
Canadian researchers have built synthetic populations at the health‑region level to simulate pandemic scenarios without exposing personal health data. Synthetic data, generated by machine‑learning models trained on real records, promises faster access for developers and mitigates privacy barriers that traditionally...
Biodesix reported fourth‑quarter 2021 revenue of $7.2 million and total 2021 revenue of $54.5 million, a 20% year‑over‑year increase driven by strong growth in its core lung‑diagnostic portfolio. Core lung‑test sales jumped 49% to $18.7 million, while COVID‑19 testing revenue collapsed, lifting the...
MDxHealth reported Q4 2025 revenue of $29.5 million, a 19% year‑over‑year increase, driven primarily by a 128% surge in liquid‑based test volume. Gross profit rose 20% to $18.7 million, while operating loss widened to $5.3 million and net loss expanded...

Researchers have engineered ligand‑conjugated mRNA‑lipid nanoparticles that home specifically to the endometrium, delivering therapeutic mRNA directly to uterine tissue. In a murine model of endometrial injury, the targeted formulation restored embryo implantation rates to near‑normal levels. Safety profiling showed reduced...
Align Technology reported a record $1.05 billion Q4 2025 revenue, up 5.3% year‑over‑year, driven by strong clear‑aligner sales and expanding Systems & Services. Non‑GAAP operating margin improved to 26.1%, the highest since 2021, while cash balances rose to $1.09 billion. The company...
UNLV engineers have 3D‑printed a synthetic pelvis that replicates the bone, soft tissue, and blood flow of California sea lions, using DICOM data from micro‑CT and MRI scans. The lifelike model lets veterinarians practice blood‑collection techniques without relying on carcasses,...

UFP Technologies, a $600 million medical‑device maker, disclosed a cyberattack detected on February 14 that compromised several IT systems. The company isolated the breach, removed the threat and engaged external advisors, but confirmed that data was stolen and some functions, such as...

Chief medical information officers are reframing EHR and AI investments from pure operational upgrades to strategic tools for clinician recruitment, retention, and burnout mitigation. Leaders at Sentara Health report over 75% adoption of AI‑generated discharge summaries, citing significant time savings...

Australia has launched the Digital Health Train the Trainer Toolkit, a national resource designed to help tertiary educators embed digital health competencies into health‑related degree programmes. Developed by the Australian Digital Health Agency with the Australian Council of Senior Academic...
From glucose to vascular health: the future of diabetes care https://t.co/UMhK4BkOE3 #Conditions #Diabetes via @kevinmd

Fourteen health systems have signed multiyear extensions for Altera Digital Health’s Sunrise electronic health record, reinforcing the vendor’s foothold in the acute‑care market. The renewed contracts cover institutions such as Phoenix Children’s, St. Mary’s, Grand Lake Health System and Hospital for...
AI isn’t just exposing workflow gaps in healthcare — it’s exposing content fragmentation. The future of clinical AI may depend less on model architecture and more on knowledge integrity. More from @ElsevierConnect at #ViVE2026.👇👇 https://t.co/zbay0c1z1x
Aktis Oncology announced that its investigational radiopharmaceutical AKY-1189 has earned FDA Fast Track designation. The drug targets Nectin‑4, present in 80‑90 % of urothelial cancers, and delivers the alpha‑emitter actinium‑225 directly to tumors. AKY-1189 is in a Phase 1b trial covering urothelial,...

Health systems are realizing significant cost savings by consolidating their IT application portfolios. Emplify Health eliminated over 30 applications, cutting $3 million in direct costs and $1.3 million in soft savings, while Providence reduced its portfolio by more than a third, saving...

The DEA and HHS have extended the pandemic‑era telehealth rule that lets providers prescribe buprenorphine for opioid use disorder without an in‑person visit, now allowing up to six months of remote treatment. Effective Jan. 1, the rule also eliminates record‑keeping requirements...
Terry Rubin, co‑founder of The Professional Communicators, will address the “Tech Talk Trap” at HIMSS 2026, highlighting how jargon, information overload, and rapid delivery can alienate healthcare audiences. He explains that experts often lose message control when they prioritize technical...
A new 20‑year follow‑up of 130 patients who received transcatheter patent foramen ovale (PFO) closure after a paradoxical embolism shows sustained safety and efficacy. The cohort, with a mean age of 46, experienced a recurrent stroke rate of 0.04 per...
Brazilian researchers have shown that an iron‑based compound, ferroin, encapsulated in lipid nanoparticles, completely eradicated Mycobacterium tuberculosis from mouse lungs after a 30‑day course. The formulation, LNP@FEP, stabilizes the drug, enhances the activity of existing antibiotics, and targets bacterial cell‑wall synthesis....

Zimmer Biomet announced that its machine‑learning tool SynTuition dramatically improves diagnostic certainty for periprosthetic joint infection (PJI). In a study of 274 real‑world cases, the algorithm matched expert diagnoses 96% of the time, outpacing a pooled physician group that achieved...
Cornell researchers unveiled EdemaFlex, a soft‑robotic glove equipped with 37 shape‑memory‑alloy actuators that apply sequential pressure across all five fingers and the palm. In a small home‑use study of seven edema patients, a single 30‑minute session reduced hand volume by...
The future isn’t just AI scribes — it’s AI across the whole practice. Front desk to billing. Hear Venky Chellappa share @charmhealth's approach at #ViVE2026 👇 https://t.co/Fu8iReWUAZ
When government requirements increase data sharing but systems aren’t connected, the fax machine fills the gap. Jess Czelusniak shares what that reality looked like at VHC Health.👇 Hear more about their experience: https://t.co/D7oXKCb2Kg @VyneMedical @VHCHealth #eFax #HITSM https://t.co/mvrhQyx04R