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Latest AI and machine learning research in surveys for healthcare professionals.

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A fuzzy ZE-number group decision-making framework using BWM and MABAC for risk assessment in medicinal plant extraction.

The extraction of bioactive compounds from medicinal plants is a crucial process in pharmaceutical and herbal medicine industries, yet it presents numerous challenges that can compromise quality, efficiency, and standardization. This study integrates Failure Mode and Effects Analysis (FMEA) with an advanced multi-criteria decision-making framework based on ZE-numbers, employing the ZE-based Best-W...

Feb 24 2026 41734186

Reliable detection of focal onset impaired awareness seizures in patients with epilepsy using wearable ECG: Development and validation study.

BACKGROUND: Underreporting of seizures, particularly focal onset impaired awareness seizures (FIAS), compromises the effectiveness of patient care and condition management in patients with epilepsy. Traditional reliance on patient self-reporting can lead to inaccuracies, hindering effective treatment. Wearable-based seizure detection algorithms offer a promising solution, however, developing an ef...

Feb 23 2026 41764784
Experiences of Medical Imaging and Radiation Sciences students regarding an assessment based on an artificial intelligence-generated research concept paper.

INTRODUCTION: Artificial intelligence (AI) can complete tasks that once required human cognitive effort. As a result, assessments that traditionally m...

Feb 23 2026 41734427
Assessing Artificial Intelligence in Breast Imaging: A Survey of Breast Radiologists' Insights on Adoption, Benefits, and Challenges.

OBJECTIVE: To evaluate radiologists' opinions on the clinical applications of artificial intelligence (AI), especially AI-based computer-aided detecti...

Feb 23 2026 41728897
Towards the Spectral bias Alleviation by Normalizations in Coordinate Networks.

Representing signals using coordinate networks dominates the area of inverse problems recently, and is widely applied in various scientific computing ...

Feb 23 2026 41729674
Prolonging Sample Stability with Machine Learning Expands the Catalog of Tests Available for Mail-In Capillary Blood Collected At-Home.

Self-collection of biospecimens at-home, without specialized equipment or training, are increasingly being adopted in clinical practice due to conveni...

Feb 23 2026 41729727
The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis.

BACKGROUND: Postoperative delirium (POD) following cardiac surgery is a severe complication, and early identification of delirium risk remains a chall...

Feb 23 2026 41730167
Bias-Mitigated AI as a Foundation for Resilient and Effective Health Systems.

Artificial intelligence (AI) is rapidly reshaping the landscape of health care, from clinical diagnostics and disease surveillance to the prediction o...

Feb 23 2026 41730169
Prediction of adolescent internalizing disorder risk: Evidence from the Norwegian mother, father, and child cohort study.

BACKGROUND: Internalizing disorders are among the most common psychiatric conditions in adolescence, often associated with long-term adverse outcomes....

Feb 22 2026 41734834
Validity of a novel web application for measuring active range of motion and its reliability as a self-measurement method in telerehabilitation.

PURPOSE: As a result of the emergence of Artificial Intelligence (AI), new applications for measuring active range of motion (AROM) in telerehabilitat...

Feb 21 2026 41723937
Development and proof-of-concept of a treatment target recommendation algorithm in the context of cognitive processing therapy.

Background: Cognitive Processing Therapy (CPT) is an effective, widely supported treatment for PTSD, but patient response varies considerably. Optimal...

Feb 20 2026 41717736
Development and initial validation of a video-mediated listening test based on multimodal generative AI.

Video-mediated listening has been recognized for its potential to facilitate learners' comprehension, engagement, and motivation by providing richer c...

Feb 20 2026 41722220
No Normal Brain: How Demographic Exclusion Undermines Neuroimaging AI Validity.

BACKGROUND AND OBJECTIVE: Neuroimaging AI systems increasingly influence clinical decisions, yet demographic exclusions in training datasets may compr...

Feb 20 2026 41724217
Anthropometry measurements of farm workers using computer vision-based multiview stereo-image sensing.

BackgroundPrecise anthropometric data are vital for ergonomic assessment and farm machinery design. Manual methods, although dependable, are labor-int...

Feb 20 2026 41719173
Co-Designed Mental Health Screening App (Here for You) for University Students: Pilot Feasibility Mixed Methods Study.

BACKGROUND: Mental health disorders are a growing public health concern among university students globally and in India, exacerbated by stigma and lim...

Feb 20 2026 41719540
Artificial intelligence-generated synthetic data for cancer research and clinical trials.

Synthetic data, generated through advanced artificial intelligence models, are gaining traction in healthcare research, particularly in high-stakes fi...

Feb 20 2026 41720945
PROTAC-Splitter: a machine learning framework for automated identification of PROTAC substructures.

Proteolysis-targeting chimeras (PROTACs) are heterobifunctional molecules composed of an E3 ligase ligand, a linker, and a warhead targeting a protein...

Feb 20 2026 41721433
Assessment of GFR Estimation Methods in Patients With Obesity.

CONTEXT: Obesity is an independent risk factor for chronic kidney disease, and accurate estimation of the glomerular filtration rate (GFR) is crucial....

Feb 20 2026 40930519
Assessing the Reliability of Large Language Models for Evaluation of Risk of Bias in Randomized Clinical Trials.

OBJECTIVE: Systematic reviews depend on rigorous risk-of-bias (RoB) assessments to ensure credibility, yet manual evaluation using the Cochrane RoB 2 ...

Feb 19 2026 41713863
Dual-Parallel Artificial Intelligence Framework for Breast Cancer Grading via High-Intensity Ultrasound and Biomarkers.

BACKGROUND: Accurate and noninvasive breast cancer grading and therapy monitoring remain critical challenges in oncology. Traditional methods often re...

Feb 19 2026 41027412
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