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Surveys

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

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Ethics of artificial intelligence prognostication in palliative care: perspectives from a national survey of palliative care physicians.

OBJECTIVES: Artificial intelligence (AI) tools have the potential to transform access to and delivery of palliative care globally-an urgent unmet need-in part by early identification of patients experiencing serious illness-related suffering. Although global consensus is emerging about the importance of ethical principles for AI, such as respecting autonomous choice, promoting patient well-being, ...

Aug 20 2026 42624655

The role of artificial intelligence in predicting immunotherapy treatment outcomes based on gut microbiota composition in cancer patients: a meta-analysis.

BACKGROUND: Immune checkpoint inhibitors (ICIs) have transformed cancer treatment, but response varies across patients. Gut microbiota may influence immunotherapy outcomes, while artificial intelligence (AI) can help characterize complex microbiome-host interactions. This systematic review and meta-analysis evaluated AI models for predicting immunotherapy outcomes using gut microbiota data. METHOD...

Aug 20 2026 42625144
AI Clinical Decision Making Compared with Fellowship-Trained Hand Surgeons: A Case-Based Study.

PURPOSE: Large language model-based artificial intelligence (AI) platforms have attracted substantial interest as potential clinical adjuncts within s...

Aug 19 2026 42622576
Artificial intelligence-driven prediction of neoadjuvant chemotherapy response in adult patients with gastric cancer: a systematic review and meta-analysis.

OBJECTIVES: A substantial proportion of adults with locally advanced gastric cancer derive limited benefit from neoadjuvant chemotherapy (NAC), with a...

Aug 19 2026 42624598
Clinicians' practices and attitudes toward depression assessment: a cross-sectional survey study.

Accurate psychological evaluation is crucial for early detection, intervention and evaluation of mental health disorders. The validity and reliability...

Aug 19 2026 42625237
Evaluation of HRV-PRV agreement with autoencoder-based signal quality assessment in resting and dynamic conditions.

Objective.Pulse-to-pulse intervals obtained from continuous non-invasive blood pressure (CNBP) signals can be used to derive pulse rate variability (P...

Aug 19 2026 42556396
Contemporary practice patterns of shock wave lithotripsy in the era of endourology: an international FUTURE survey.

The relative use of shock wave lithotripsy (SWL) has declined with the expansion of endourological techniques, although SWL remains widely available. ...

Aug 19 2026 42616040
The Reliability of Human Evaluation of Large Language Models in Health Care Settings: Scoping Review.

BACKGROUND: Integration of large language models (LLMs) into health care has accelerated rapidly, yet reliability concerns pose potential risks to pat...

Aug 19 2026 42618044
Artificial Intelligence Analysis of Standard 12-Lead Electrocardiograms for Screening of Symptomatic Diabetic Peripheral Neuropathy.

AIM: To investigate whether artificial intelligence (AI) models trained on standard 12-lead electrocardiograms (ECG) can identify symptom-defined diab...

Aug 19 2026 42618536
User evaluation of AI- and human-generated responses in digital health communication: a paired survey study.

BACKGROUND: Digital health communication is gaining importance as health care systems face increasing demand and structural constraints. Generative ar...

Aug 19 2026 42618915
External validation of a machine learning-based web application for personalized testing of objective functioning using the five-repetition sit-to-stand test.

PURPOSE: Simple generalized thresholds for assessing functional impairment in clinical testing are limited, as they fail to consider patient-specific ...

Aug 18 2026 42616129
Dissolution of Continuity of Ethical Governance in Data Science Health Research: A Diagnostic and Response Framework for Lifecycle Oversight.

Traditional research ethics governance was designed for bounded protocols, identifiable investigators, and temporally limited encounters with human pa...

Aug 18 2026 42610541
Representational Veracity in Data Science Health Research: Targets, Proxies, Labels, and Descriptors.

Prevailing ethical oversight of data science health research concentrates on privacy, consent, bias, and fairness. These concerns are necessary but in...

Aug 18 2026 42610557
PINS: A Physics-Informed Generative Framework for De Novo Structure Elucidation from 1D NMR Spectra.

1D Nuclear Magnetic Resonance (NMR) spectra offer a rapid and accessible alternative to time-consuming 2D experiments, making them ideal for high-thro...

Aug 18 2026 42610925
Accuracy in Step Counting Is Not Accuracy in Quantifying Walking Activity: A Criterion Validity Study of Wearable Devices Under Free-Living Conditions.

PURPOSE: To determine the criterion validity of research- and consumer-grade wearables (18 step-based methods) for quantifying step counts and step-de...

Aug 18 2026 42611618
Gerontechnology Acceptance in Thai Older Adult Care Facilities-Sensor Network and Machine Learning Adoption: Mixed Methods Study.

BACKGROUND: Thailand is undergoing a rapid demographic transition, with an estimated 28% of the population expected to be aged 60 years or older by 20...

Aug 18 2026 42612072
AI for Prognosis Among People Living With HIV: Protocol for a Systematic Review and Meta-Analysis.

BACKGROUND: Advanced HIV disease remains a major global health concern, with nearly 40.8 million people living with HIV as of 2024. Antiretroviral the...

Aug 18 2026 42612074
Medical Students' Attitudes, Perceptions, and Self-Reported Familiarity With AI in Health Care: Systematic Review and Meta-Analysis.

BACKGROUND: AI is increasingly encountered in clinical care and medical education, but medical students' attitudes, perceptions, and self-reported fam...

Aug 18 2026 42612090
NeuroSift for Task-Aware Quality Assurance of Multimedia Data in Remote Parkinson Disease Assessment: Machine Learning Model Development and Validation Study.

BACKGROUND: Automated multimedia analysis of remotely recorded tasks offers a scalable approach to screening and remote monitoring of movement disorde...

Aug 18 2026 42612206
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