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Surveys

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

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AI knowledge, attitudes, perceptions, and willingness to use AI among oncologists in China: a nationwide cross-sectional study.

BACKGROUND: The integration of artificial intelligence (AI) into healthcare, particularly in oncology, has attracted considerable attention in China. Understanding oncologists' views on AI is essential for developing effective integration strategies in oncology settings. This study aimed to evaluate AI knowledge, attitudes, perceptions, and willingness among nationwide oncologists in China. Additi...

Mar 12 2026 41820954

Who Is Really Deciding? AI and Clinical Judgement in Dentistry.

The integration of AI in dental practice, primarily through AI-enabled software, influences clinical workflows by promoting rapid decision-making and potentially increasing bias stemming from its automation bias. While these systems demonstrate high accuracy in standardised evaluations, their real-world performance, particularly in atypical cases, remains less validated. This reliance on AI necess...

Mar 12 2026 41825434
Artificial intelligence for diagnosis and triage in oral cancer: a clinician‑centered narrative review.

BACKGROUND: Early diagnosis of oral squamous cell carcinoma (OSCC) remains challenging, with survival largely stage-dependent at presentation. Artific...

Mar 12 2026 41817640
Trustworthy AI-Augmented Objective Structured Clinical Examinations in Nursing Education: Taiwan-Japan Viewpoint on 5 AI Roles, Governance, and Cross-Border Implementation.

Generative artificial intelligence (AI) is arriving in high-stakes assessment; however, governance, validity evidence, and faculty readiness remain un...

Mar 12 2026 41818744
Strategic Governance of Artificial Intelligence-Enabled Clinical Algorithm Development: Formative Evaluation of the Semiautomatic Clinical Algorithm Development Framework.

BACKGROUND: Health care leaders face a strategic dilemma: traditional expert-led content development ensures safety but is too slow for digital innova...

Mar 12 2026 41818751
Beyond writing machines: A Kano model analysis of researchers' hierarchical needs for AIGC services across the research lifecycle.

The proliferation of AI-Generated Content (AIGC) tools presents both opportunities and challenges for the academic service ecosystem. However, a syste...

Mar 12 2026 41818203
Exploring the aesthetic cognition and artistic acceptance of AIGC-generated urban sculptures: A structural equation modeling and visual content analysis approach.

As artificial intelligence-generated content (AIGC) becomes increasingly integrated into creative practices, its application in public art-particularl...

Mar 12 2026 41818281
Mathematical modelling and analysis of human metapneumovirus transmission dynamics using neural network intelligence and optimal control.

Human metapneumovirus (hMPV) is a serious global health threat because it causes human respiratory diseases in people of all ages. The complicated dyn...

Mar 11 2026 41833204
Biased AI writing assistants shift users' attitudes on societal issues.

Artificial intelligence (AI) writing assistants powered by large language models (LLMs) are increasingly used to make autocomplete suggestions to peop...

Mar 11 2026 41811944
Positive and negative perception of artificial intelligence in healthcare: Psychometric adaptation and validation of the Turkish version.

BackgroundIn healthcare applications and organizations, perceptions of patients or the public in research play an important role in accepting artifici...

Mar 11 2026 41810790
Average Calibration Losses for Reliable Uncertainty in Medical Image Segmentation.

Deep neural networks for medical image segmentation are often overconfident, compromising both reliability and clinical utility. In this work, we prop...

Mar 11 2026 41811722
Using Semiautomated WhatsApp Messages for Daily Stress Measurements: Integrated Usability and Feasibility Study.

BACKGROUND: Stress is a key determinant of health outcomes and may influence work performance. Questionnaire-based assessments of stress are typically...

Mar 11 2026 41812137
Making waves: Enhancing stormwater quality models through memory bias dynamics.

Process-based build-up/wash-off models underpin urban stormwater quality management, yet structural simplifications and environmental non-stationarity...

Mar 10 2026 41831339
Artificial intelligence-based prognostic models in acute myeloid leukemia: systematic review and meta-analysis.

Machine learning and deep learning tools have been proposed to improve survival prediction in acute myeloid leukemia (AML), but comparative benchmarks...

Mar 10 2026 42007253
Comparison of conventional formulas and machine learning models for estimating serum low-density lipoprotein cholesterol.

BACKGROUND: Accurate estimation of low-density lipoprotein cholesterol (LDL-C) is essential for cardiovascular risk assessment and monitoring. Because...

Mar 10 2026 41853761
Adherence to guidelines, pitfalls, and emerging technologies in endoscopic practice for celiac disease: a nationwide SIGENP survey.

UNLABELLED: Upper gastrointestinal endoscopy (UGIE) with duodenal biopsies remains the gold standard for diagnosing celiac disease (CD) in children an...

Mar 10 2026 41807635
Comparison of monocular video-based methods for measuring the amplitude of hand tremor.

Accurate assessment of hand tremor is critical to help diagnose and monitor multiple neurological conditions. In routine practice, clinicians subjecti...

Mar 10 2026 41812366
Survey of Computerized Adaptive Testing: a Machine Learning Perspective.

Computerized Adaptive Testing (CAT) offers an efficient and personalized method for assessing examinee proficiency by dynamically adjusting test quest...

Mar 10 2026 41805521
Thermal imaging for the detection of driver impairment: evidence from a high-fidelity driving simulator study.

OBJECTIVES: Driving under the influence of alcohol (DUI) remains a major contributor to fatal traffic crashes worldwide. With increasing regulatory pr...

Mar 10 2026 41805549
The Performance of Wearable Device-Based Artificial Intelligence in Detecting Depression: Systematic Review and Meta-Analysis.

BACKGROUND: In recent years, advances in wearable sensor technology and artificial intelligence (AI) have provided new possibilities for detecting and...

Mar 10 2026 41805737
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