Surgery

Surveys

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

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Showing 820-840 of 3,846 articles
MonoUNet: A Robust Tiny Neural Network for Automated Knee Cartilage Segmentation on Point-of-care Ultrasound Devices.

OBJECTIVE: To develop a robust and compact deep learning model for automated knee cartilage segmenta...

May 2026 42106307
Interpretable Semantic Medical Image Segmentation with Style and Confidence.

The scarcity of semantically labelled data presents major challenges for medical image segmentation ...

May 2026 42102085
Cognitive Function Assessment Using a Virtual Reality Serious Game System in Patients With Stable Schizophrenia: Prospective Cohort Study.

BACKGROUND: Cognitive impairment is a core and enduring deficit in schizophrenia, severely affecting...

May 2026 42102386
Reducing social biases in text-based emotion prediction using semantic blinding and semantic propagation graph neural networks.

This paper introduces the Semantic Propagation Graph Neural Network (SProp GNN), a machine learning ...

May 2026 42103793
DC bias optimization in intelligent DCO-OFDM Li-Fi systems using hybrid machine learning with hardware validation.

The main goal of this paper is to determine the optimal DC bias value for DC-biased optical orthogon...

(1)
May 2026 42103813
Machine learning and SHAP interpretation to identify high-level compassion fatigue among operating room nurses: a multicenter cross-sectional study.

BACKGROUND: Operating room nurses (ORNs) are at high risk for compassion fatigue (CF), which signifi...

(2)
May 2026 42104411
Screening for diabetes mellitus in the US population using neural network-based modeling and complex survey designs.

Complex survey designs are widely used in medical cohort studies. Developing risk score models that ...

May 2026 42095565
A Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era.

Molecular property prediction integrates quantum chemistry, cheminformatics, and deep learning to co...

May 2026 42096352
A Machine-Learning Assisted Genetic Risk Score Identifies Improved Weight Loss After Endoscopic Sleeve Gastroplasty.

BACKGROUND AND AIMS: Obesity remains an epidemic associated with significant health consequences. En...

May 2026 42091845
Developing and Internally Validating AI-Based Aging Resilience Biomarkers in Non-Human Primates.

Quantifying biological aging is crucial for understanding functional decline before the onset of mor...

May 2026 42093008
Sad but true: how emotions and political ideology shape perceptions of information.

Political and economic challenges, amplified by social media algorithms, are increasingly polarising...

May 2026 42093142
Beyond Scales and Essays: Artificial Intelligence Chatbots as Personality Interviewers.

AI chatbots offer an interactive method to assess personality through semi-structured interviews. By...

May 2026 42089513
AI chatbots in strabismus care: A multidomain expert evaluation of caregiver-facing information.

AimTo evaluate and compare the performance of five artificial intelligence (AI) chatbots-ChatGPT (Op...

(1)
May 2026 42089689
Design and Evaluation of a Faculty Development Workshop Series on Integrating Generative Artificial Intelligence in Medical Education: Mixed Methods Pilot Study.

BACKGROUND: Generative artificial intelligence (GenAI) tools are being increasingly applied to teach...

(2)
May 2026 42090298
De-risking Biopharma Asset Acquisition: Towards a Quantitative Framework for Strategic Decision-making.

The impending patent cliff projected between 2028-2030 poses significant commercial and strategic ch...

May 2026 42091774
Automated full-text screening and accelerated reviews using large language models with context-aware agents: an exploratory analysis in biomarker research.

AIMS: Artificial intelligence (AI) tools utilizing large language models (LLMs) can accelerate scien...

May 2026 42182048
Artificial Intelligence Models Using Magnetic Resonance Imaging to Predict Response to Chemoradiotherapy in Rectal Cancer: A Systematic Review.

BACKGROUND: Pathological complete response (pCR) following neoadjuvant chemoradiotherapy (nCRT) in l...

May 2026 42087551
Artificial Intelligence-Based Prognostic Models for Postoperative Outcomes in Vitreoretinal Surgery: A Systematic Review and Meta-Analysis.

TOPIC: This review evaluated the performance of artificial intelligence (AI) models for predicting o...

May 2026 42092425
When AI Colludes: Clinical Reliability of Training and Preference Data as a Trustworthy-AI Criterion.

BACKGROUND: Research on artificial intelligence (AI) and mental health has focused largely on harms ...

May 2026 42076921
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