AI in Medical Imaging

Advancing healthcare AI governance through a comprehensive maturity model based on systematic review

npj Digital Medicine, Published online: 11 February 2026; doi:10.1038/s41746-026-02418-7Advancing healthcare AI governance through a comprehensive maturity model based on systematic review

Zimmer Biomet reports 2025 revenue growth yet tempers 2026 outlook

Zimmer’s CEO said its 2026 outlook remains cautious as it focuses on product adoption, a US salesforce transition, and international market performance. The post Zimmer Biomet reports 2025 revenue growth yet tempers 2026 outlook appeared first on Medical Device Network.

UK government champions healthtech through new NHS access programme

The National Healthtech Access Programme aims to improve accessibility to healthtech products across the NHS. The post UK government champions healthtech through new NHS access programme appeared first on Medical Device Network.

BD shares fall by 3% after lowering FY26 profit outlook

In its Q1 fiscal 2026 financials, BD trimmed its EPS outlook by more than $2 at the high end due to the spin-off of its diagnostics unit to Waters. The post BD shares fall by 3% after lowering FY26 profit outlook appeared first on Medical Device Network.

RWD and RWE are rewriting how we design and run trials

RWD and RWE are reshaping the design of clinical trials, making them smarter, faster, and more efficient. Read more here: The post RWD and RWE are rewriting how we design and run trials appeared first on Medical Device Network.

GE HealthCare introduces ReadyFix in US to improve patient care

GE HealthCare has announced the launch of ReadyFix, a remote fleet management solution designed to help healthcare systems optimise device uptime and maintain patient care, in the US. The post GE HealthCare introduces ReadyFix in US to improve patient care appeared first on Medical Device Network.

TransMedics receives IDE approval from FDA for OCS Heart trial

TransMedics Group has received full and unconditional IDE approval from the US FDA for its next-generation OCS ENHANCE Heart trial. The post TransMedics receives IDE approval from FDA for OCS Heart trial appeared first on Medical Device Network.

AI reads brain MRIs in seconds and flags emergencies

Researchers at the University of Michigan have created an AI system that can interpret brain MRI scans in just seconds, accurately identifying a wide range of neurological conditions and determining which cases need urgent care. Trained on hundreds of thousands of real-world scans along with patient histories, the model achieved accuracy as high as 97.5% and outperformed other advanced AI tools.

Telemonitoring modalities in heart failure: comparative effectiveness across the heart failure population—a meta-analysis

npj Digital Medicine, Published online: 10 February 2026; doi:10.1038/s41746-026-02415-wTelemonitoring modalities in heart failure: comparative effectiveness across the heart failure population—a meta-analysis

The value of doubt: training LLMs to consider diagnostic uncertainty may improve clinical utility

npj Digital Medicine, Published online: 10 February 2026; doi:10.1038/s41746-025-02307-5While physicians routinely consider uncertainty during patient diagnosis, large language models (LLMs) often fail to recognize that real-world clinical data can be too limited for a definitive diagnosis. Zhou et al. address this problem by training a LLM, ConfiDx, to recognize medical cases with limited clinica

Adaptive physiology-informed correction for reliable remote photoplethysmography heart-rate monitoring

npj Digital Medicine, Published online: 10 February 2026; doi:10.1038/s41746-026-02386-yAdaptive physiology-informed correction for reliable remote photoplethysmography heart-rate monitoring

FDA clears Median Technologies’ lung nodule evaluation software

Median's eyonis LCS is software is reimbursable under Medicare at a rate between $601 to $700. The post FDA clears Median Technologies’ lung nodule evaluation software appeared first on Medical Device Network.

Medtronic ordered to pay $382m in anticompetitive surgical device lawsuit

A jury ruled that Medtronic violated multiple antitrust laws over its use of restrictive contracts with healthcare providers for surgical equipment. The post Medtronic ordered to pay $382m in anticompetitive surgical device lawsuit appeared first on Medical Device Network.

Sonorous receives FDA breakthrough designation for BosSTENT device

Sonorous Neurovascular has received breakthrough device designation from the US FDA for its braided, self-expanding cerebral venous stent, BosSTENT, for treating pulsatile tinnitus caused by symptomatic venous sinus stenosis. The post Sonorous receives FDA breakthrough designation for BosSTENT device appeared first on Medical Device Network.

Abbott reports positive VERITAS study results for AFib

Abbott has reported positive early data from the VERITAS study, evaluating its investigational Amulet 360 LAA occluder, designed to lower stroke risk in patients with non-valvular AFib. The post Abbott reports positive VERITAS study results for AFib appeared first on Medical Device Network.

Toward integrated sleep health: multimodal AI in Hang Hao Meng agent

npj Digital Medicine, Published online: 09 February 2026; doi:10.1038/s41746-026-02432-9Toward integrated sleep health: multimodal AI in Hang Hao Meng agent

Derivation and validation of a machine learning-driven score to predict the diagnostic yield of endomyocardial biopsy

npj Digital Medicine, Published online: 09 February 2026; doi:10.1038/s41746-026-02421-yDerivation and validation of a machine learning-driven score to predict the diagnostic yield of endomyocardial biopsy

Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning

npj Digital Medicine, Published online: 07 February 2026; doi:10.1038/s41746-026-02399-7Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning

People process technology and operations framework for establishing AI governance in healthcare organizations

npj Digital Medicine, Published online: 07 February 2026; doi:10.1038/s41746-026-02419-6People process technology and operations framework for establishing AI governance in healthcare organizations

Accessible assessment of motor and cognitive symptoms in Parkinson’s disease: integrating large datasets, machine-learning, and videoconferencing

npj Digital Medicine, Published online: 07 February 2026; doi:10.1038/s41746-026-02426-7Accessible assessment of motor and cognitive symptoms in Parkinson’s disease: integrating large datasets, machine-learning, and videoconferencing