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Surveys

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

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Smart Technology, Fragile Hearts: Navigating AI's Challenges and Limitations in Heart Failure Management.

PURPOSE OF REVIEW: This review synthesizes recent progress in applications of artificial intelligence to heart failure care, including phenotyping, risk stratification, imaging interpretation, and point-of-care decision support, and delineates barriers that currently limit safe and equitable clinical translation. RECENT FINDINGS: Clinical datasets remain heterogeneous and incomplete; fragmentation...

Jun 15 2026 42295460

EC-Dock: A Fast Equivariant Consistency Model for Molecular Docking and Virtual Screening.

Molecular docking plays a crucial role in structure-based drug design. Although diffusion-based docking models have achieved remarkable success in this field, their practical application in real-world drug discovery remains limited by challenges in computational efficiency and physical validity. To address these issues, we propose EC-Dock, a fast diffusion-based docking model built upon an equivar...

Jun 15 2026 42296306
Trust, mistrust, and the promise of AI in genomics for African populations.

Artificial intelligence (AI) is rapidly reshaping genomic medicine, yet its benefits remain unevenly distributed due to the profound under-representat...

Jun 15 2026 42296962
Training AI Models for Aesthetic Facial Evaluation: Focused Review and Framework to Mitigate Homogenizing Bias.

As artificial intelligence (AI) models become increasingly integrated into facial aesthetic surgery for attractiveness prediction and surgical outcome...

Jun 15 2026 42297359
Physical therapy using digital therapeutics in infants with congenital muscular torticollis: a pilot study.

Congenital muscular torticollis (CMT) is a common musculoskeletal problem associated with unilateral sternocleidomastoid muscle stiffness. We evaluate...

Jun 14 2026 42289524
Construct validation of a portable virtual reality simulator for [Formula: see text] laparoscopic camera navigation via machine learning and latent behavioral modeling.

Dedicated training for [Formula: see text] laparoscopic camera navigation remains limited by the cost of high-fidelity simulators and the absence of c...

Jun 14 2026 42289528
Perceptions of challenges in clinical pediatric research: a survey of Italian pediatricians.

BACKGROUND: Clinical research is essential for advancing pediatric care, yet pediatricians often face unique structural, organizational, and methodolo...

Jun 12 2026 42286725
Performance of large language models in interpreting evidence-based clinical guidelines for lumbar disc herniation with radiculopathy.

OBJECTIVE: Large language models (LLMs) are increasingly used as clinical information tools; however, their ability to accurately interpret evidence-b...

Jun 12 2026 42283816
Identification of Early Signs of Mental Health Disorders in Older Survivors of Cancer Using Patient-Generated Health Data: Observational Study.

BACKGROUND: Older survivors of cancer face heightened risk of depression and anxiety related to cancer experiences, fear of recurrence, and aging-rela...

Jun 12 2026 42284470
Breaking Barriers in Student Mental Health Care With AI-Enhanced Group Cognitive Behavioral Therapy: Pilot Feasibility Study.

BACKGROUND: University students experience elevated psychological distress, with limited access to mental health services. While cognitive behavioral ...

Jun 12 2026 42284599
Evaluation of the performance of large language models in the management of hip and knee osteoarthritis: analysis of EULAR 2023 recommendations.

BACKGROUND: Clinical practice guidelines play a pivotal role in the management of complex and chronic conditions such as osteoarthritis (OA). However,...

Jun 12 2026 42284853
Application Value of Radiomics-Based Machine Learning for Preoperative Risk Stratification of Bladder Cancer: Systematic Review and Meta-Analysis.

BACKGROUND: Some researchers have explored the application of radiomics-based machine learning to detect preoperative muscle invasion, high-grade tumo...

Jun 12 2026 42285048
The current state of demographic subgroup reporting for commercially available AI for radiology: a scoping review.

OBJECTIVE: Though subgroup performance reporting helps ensure the safety of artificial intelligence (AI) products, the extent of this reporting remain...

Jun 12 2026 42286177
Uptake of Clinical Decision Support Systems Among Health Care Professionals in Six European Countries and the United States: Cross-Sectional Survey Within the I-CARE4OLD Project.

BACKGROUND: The use of Clinical Decision Support Systems (CDSS), such as clinical decision rules, algorithms, or machine learning-based applications, ...

Jun 11 2026 42274158
AI-Generated Multiple Mini Interview (MMI) Stations for Medical School Admissions: Psychometric Evaluation.

BACKGROUND: Multiple mini interviews (MMIs) are widely used in medical school admissions to assess applicants' nonacademic attributes in a structured ...

Jun 11 2026 42275230
Between Help and Harm: An Evaluation Study of Mental Health Crisis Handling by Large Language Models.

BACKGROUND: The use of large language models (LLMs)-powered chatbots has reshaped how people seek information and advice, including for emotional and ...

Jun 11 2026 42275418
Assessing Digital Literacy Among Nursing Faculty Under the Artificial Intelligence-Enhanced Technological Pedagogical Content Knowledge Framework: Cross-Sectional Survey Analysis.

BACKGROUND: Digital literacy has become a core competence for nursing faculty to adapt to the digital transformation of education, improve teaching qu...

Jun 11 2026 42275419
A multi-state methodological framework for behavioral surveillance of cannabis-impaired driving.

OBJECTIVES: Driving under the influence of cannabis is a growing public health concern in the United States. Existing surveillance systems often lack ...

Jun 11 2026 42275458
Patient Cognitive Bias in Large Language Model-Supported Health Consultations: Simulation-Based Comparative Study.

BACKGROUND: Large language models (LLMs) are increasingly used by patients for health information and preliminary medical advice. In patient-facing co...

Jun 11 2026 42275635
Development and Psychometric Evaluation of Nurses' Ethical Acceptance of Artificial Intelligence Scale in Clinical Practice: A Methodological Study.

Nurses, frontline providers, must ethically adopt AI in care, but no validated tool exists to assess their ethical acceptance. This study aims to deve...

Jun 11 2026 42275672
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