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Surveys

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

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Showing 861-880 of 5,349 articles

Teachers' Knowledge, Attitudes, and Behaviors Regarding Hearing Loss and Inclusive Education.

OBJECTIVE: This study assessed the knowledge levels of classroom teachers concerning students with hearing loss (HL) and hearing aids (HAs) and examined the complex interrelationships between this knowledge, their inclusive classroom behaviors, and their attitudes. METHOD: A descriptive survey model was employed with a sample of 200 classroom teachers from diverse urban, rural, public, and private...

Apr 30 2026 42059799

Warning people about the risk of AI error mitigates human acquisition of AI bias.

Empirical evidence has demonstrated the power of AI to influence human decisions and the risk of humans acquiring AI biases. Therefore, there is a clear need to develop strategies to mitigate such threat. In three experiments, set in a medical context, we tested whether warning individuals about AI biases and errors could mitigate the negative impact of AI biases on their decisions and reduce the ...

Apr 30 2026 42060022
Integrating single-cell RNA and bulk RNA sequencing data to identify prognostic genes associated with pyrimidine metabolism in triple-negative breast cancer by machine learning algorithm combinations.

BACKGROUND: Pyrimidine metabolism plays a crucial role in DNA synthesis and cell proliferation and is associated with the development of various cance...

Apr 30 2026 42060238
Use of a Large Language Model to Reveal Narrative Architectures of Veteran Transition Stress: Development and Validation Study.

BACKGROUND: The stress caused by multiple aspects of veterans' transitions from military to civilian, termed transition stress, represents a unique so...

Apr 30 2026 42060595
Participant-Aware Model Validation for Repeated-Measures Data: Comparative Cross-Validation Study.

BACKGROUND: Repeated-measures datasets are common in biomechanics and digital health, where each participant contributes multiple correlated trials. I...

Apr 30 2026 42060920
Microstructure-informed constitutive modeling of granular media under multidirectional loading: From particle-scale to continuum.

Simulating the response of granular materials under realistic loading scenarios is essential for ensuring the reliability of geotechnical infrastructu...

Apr 30 2026 42056468
Artificial intelligence related anxiety among dental students: associations with demographics and AI use behaviors.

BACKGROUND: Artificial intelligence (AI) is increasingly integrated into dental diagnostics and education, including AI-assisted radiograph interpreta...

Apr 29 2026 42050484
Image-Based Deep Learning for Cataract Diagnosis: Systematic Review and Meta-Analysis.

BACKGROUND: Cataracts are an eye condition characterized by high prevalence and blindness-inducing potential, and effective approaches are required fo...

Apr 29 2026 42054635
Bias Alleviation through Network Pruning for Sparse and Debiased Models.

Pruning is a highly effective method for reducing the size of neural networks with negligible impact on their average performance. However, recent stu...

Apr 29 2026 42055988
Enhancing sustainability through reliability optimization of interconnected pump and water supply systems using a semi-Markov model.

Ensuring the reliability of critical infrastructure systems is essential for industrial and agricultural sustainability. This study focuses on analyzi...

Apr 29 2026 42056303
The effect of human ratings reliability on machine learning model performance: a case study in infant pain assessment.

Human-annotated data is foundational for supervised machine learning (ML). Low inter-rater reliability often introduces noise that degrades model perf...

Apr 29 2026 42056352
Exploring the association between personality and attitudes towards ageing in UK and Canadian older adults': Use of a novel Behavioural Artificial Intelligence solution.

Perceptions of ageing is an important psychosocial factor that influences health, wellbeing as well as engagement in health- promoting behaviours as p...

Apr 29 2026 42054346
A deep learning framework for remaining useful life prediction of turbofan engines with partial sensor failure.

During long-term operation, turbofan engine sensors often suffer from partial damage or signal loss caused by complex flight environments, harsh mecha...

Apr 29 2026 42054388
Machine learning-assisted multimodal lateral flow immunoassay based on urchin-like Au@Pt nanoparticles for quantitative determination of febuxostat in functional foods.

BACKGROUND: The illegal addition of febuxostat (FEB) to functional foods poses a significant food safety risk and calls for rapid and reliable analyti...

Apr 28 2026 42191303
How Can Large Language Models Improve Health Research Skills: A Perspective Study.

BACKGROUND AND AIMS: Health researchers often struggle with challenges such as translating complex texts, interpreting nuanced information, conducting...

Apr 28 2026 42064112
Cross-Subject Generalization for EEG Decoding: A Survey of Deep Learning Methods.

Deep learning for cross-subject EEG decoding is hindered by the high degree of inter-subject variability, which creates a severe domain shift between ...

Apr 28 2026 42049051
Generative AI vs web search for patient education: a comparative evaluation of OSA information quality.

PURPOSE: Patients with obstructive sleep apnea (OSA) frequently seek information online, yet the comparative quality of content delivered by web searc...

Apr 28 2026 42050032
Development and validation of the Lebanese Social Media Dependency Scale (LSMDS): A cross-sectional study among university students.

BACKGROUND: Social media use has become pervasive among university students worldwide, with growing evidence linking excessive use to negative psychol...

Apr 28 2026 42048327
Advancements and challenges in bloodstain pattern analysis: Addressing limitations for enhanced forensic reliability.

Bloodstain Pattern Analysis (BPA) is a technique used in forensic investigations to recreate violent crime scenes by examining the distribution of blo...

Apr 27 2026 42036443
Quantitative and Qualitative Evaluation of a Confidence-Aware Transformer-Based Super-Resolution Framework for Panoramic Radiographs.

OBJECTIVES: This study aimed to develop and evaluate a confidence-aware transformer-based super-resolution framework, termed CAT-PRSR, to enhance imag...

Apr 27 2026 42048975
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