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Surveys

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

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AI-Powered Ambient Scribe Technology Experiences Among Emergency Physicians: Cross-Sectional, Mixed Methods Pilot Survey Study.

BACKGROUND: Health care organizations have started to implement artificial intelligence-powered ambi...

Mar 2026 41775342
Digital Microscopy in the Endoscopy Suite: A Reference Standard for Colorectal Polyp Size Measurement.

BACKGROUND AND STUDY AIMS: Accurate determination of colorectal polyp size is critical for surveilla...

Mar 2026 41776133
Non-suicidal self-injury in middle school students: Influencing factors and a risk prediction model.

Non-suicidal self-injury (NSSI) is becoming increasingly prevalent and harmful among adolescents, ye...

Mar 2026 41780693
A comprehensive survey on medical concept normalization: Datasets, techniques, applications, and future directions.

Medical concept normalization (MCN) involves mapping informal medical terms or phrases to standardiz...

Mar 2026 41780734
Predicting Non-Response to Multicomponent Treatment in Fibromyalgia: Development and Validation of a Machine Learning Model.

BACKGROUND: Multicomponent programs combining therapeutic exercise, cognitive-behavioral therapy, an...

Mar 2026 41766528
Redefining Cytotechnologist Practice in Sweden: National Survey on Workload, Expanded Roles, and Future Competency Needs.

INTRODUCTION: Cytotechnologists have long been central to cervical cancer screening, although their ...

Mar 2026 41770652
Utilization of machine learning in diagnosis of postural tachycardia syndrome (POTS).

PURPOSE: Postural orthostatic tachycardia syndrome (POTS) is a common autonomic disorder characteriz...

Mar 2026 41772339
Telerehabilitation of chronic low back pain: protocol of a systematic review and network meta-analysis.

BACKGROUND: Chronic low back pain (CLBP) is among the most disabling musculoskeletal disorders world...

Mar 2026 41765905
Factors associated with self-harm in patients with substance use disorders who died by suicide: national hybrid questionnaire registry study.

BACKGROUND: Self-harm, self-poisoning or self-injury, irrespective of the motivation, is a central r...

Mar 2026 40143678
A Comprehensive Survey on Evidential Deep Learning and its Applications.

Reliable uncertainty estimation has become a crucial requirement for the industrial deployment of de...

Mar 2026 41134959
A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges.

Graph-structured data exhibits universality and widespread applicability across diverse domains, suc...

Mar 2026 41201947
Impact of Label Noise from Large Language Model-generated Annotations on Evaluation of Diagnostic Model Performance.

Purpose To systematically examine how large language model (LLM)-generated label noise impacts real-...

Mar 2026 41441444
Digital Skills Assessments in Occupational Therapy: A Scoping Review.

IMPORTANCE: Digital skills are increasingly essential in performing daily activities. Occupational t...

Mar 2026 41609483
A Comprehensive Risk Analysis Framework for Medical AI: A Mixed-Methods Approach.

Artificial intelligence (AI) is set to transform traditional healthcare delivery and patient care. H...

Mar 2026 41715946
Beyond hype: Adoption and attitudes toward generative AI among Indonesian medical physicists.

PURPOSE: To evaluate adoption patterns and attitudes toward generative AI-particularly large languag...

Feb 2026 41762967
Reliability of AI-driven cephalometric analysis on CBCT: comparison with manual 2D cephalometry.

BACKGROUND: Artificial intelligence (AI) is increasingly utilized in orthodontics to automate cephal...

Feb 2026 41758431
Optimized fault-tolerant data processing module for high-reliability CNN accelerator.

Convolutional neural networks have become the foundation of image-inference tasks, with systolic arr...

Feb 2026 41758874
Artificial Intelligence Chatbots Taking American Board of Endodontics Simulated Oral Board Examination.

INTRODUCTION: The aim of this study was to assess the overall performance of artificial intelligence...

Feb 2026 41759779
Effectiveness of natural language intelligence technology in chronic diseases nursing: A systematic review and meta-analysis.

BACKGROUND: Chronic diseases pose a heavy global burden, with challenges in utilizing unstructured d...

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Feb 2026 41825214
Using Large Language Models to Address Contextual Questions in Systematic Reviews.

OBJECTIVES: Systematic evidence reviews (SERs) produced by the U.S. Agency for Healthcare Research a...

Feb 2026 41767019
Artificial intelligence for personalized multiple micronutrient supplementation in maternal health.

Maternal undernutrition and micronutrient deficiencies remain pervasive, contributing to adverse pre...

Feb 2026 41755349
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