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

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Evaluating the accuracy of screening titles and abstracts for progressing to full-text screening by one vs two independent reviewers: part 1 of a meta-research study of rapid review methodological trade-offs.

OBJECTIVES: To determine the accuracy for progressing records to full-text screening using one vs two reviewers to screen title and abstracts in 3 reviews of the effectiveness of interventions for chronic primary low back pain. Secondary objectives include computing inter-rater reliability, describing misclassified records and reviewer performance across reviews, and conducting sensitivity analysi...

Mar 20 2026 41865804

VitalDB Arrhythmia Database: An Anesthesiologist-Validated Large-scale Intraoperative Arrhythmia Dataset with Beat and Rhythm Labels.

Intraoperative cardiac arrhythmias present distinct characteristics compared to non-surgical environments, yet publicly available electrocardiogram (ECG) databases have primarily focused on ambulatory or intensive care environments. To address this gap, we present the VitalDB Arrhythmia Database, a comprehensive collection of intraoperative ECG recordings with beat and rhythm labels specifically d...

Mar 20 2026 41862491
AI-assisted reliability-based design framework for tunnel concrete linings in weak rocks.

Reliability-based design (RBD) of tunnel concrete linings in weak rocks is challenging due to the uncertainty of geomechanical parameters and the grou...

Mar 20 2026 41862537
Machine Learning Methods for Estimating Personalized Treatment Effects-Insights on validity from two large trials.

Machine learning (ML) methods have the potential to improve precision medicine by estimating personalized treatment effects. However, formal validatio...

Mar 20 2026 41858292
Artificial intelligence models for osteoporosis risk prediction in postmenopausal women with CKD: A cross-sectional analysis of NHANES 2005 to 2018.

Artificial intelligence (AI) can transform osteoporosis (OP) screening, but its application in high-risk, complex populations like postmenopausal wome...

Mar 20 2026 41861191
Artificial intelligence in medicine: a scoping review of the risk of deskilling and loss of expertise among physicians.

BACKGROUND: Artificial intelligence (AI) systems are increasingly deployed in clinical practice, particularly in radiology, pathology, endoscopy, and ...

Mar 19 2026 41890350
Reliability of Rectus Femoris Ultrasound Measurements and Relationship With Truncal Muscle Mass in Healthy Individuals Using Concurrent CT Measurements as the Reference Standard: A Pilot Study.

In chronic diseases, accelerated muscle mass loss is associated with poor clinical outcomes. Computed tomography (CT) is considered a reference standa...

Mar 19 2026 41860417
Multimodal models for skin cancer classification using clinical freetext and dermatoscopic images.

BACKGROUND: Skin cancer is one of the most prevalent cancers globally, with early detection critical to ensure reduced mortality risk. To aid early de...

Mar 19 2026 41857371
Artificial Intelligence in Pediatric Oncology in Africa: A Survey of Awareness, Use, and Readiness Amongst Healthcare Workers.

INTRODUCTION: Artificial intelligence (AI) has the potential to enhance oncology diagnostics, treatment planning, and patient monitoring. In pediatric...

Mar 19 2026 41852264
Utilization and Feasibility of a Wearable Device in Patients With Sedative Effects of Drugs: Protocol for a Prospective Observational Study for the Advanced Respiratory Monitoring Events in Drug Toxicity (ARM-ED) Study.

BACKGROUND: Drug-related deaths worldwide are most commonly attributed to opioids. Opioids and other sedative drugs can cause respiratory depression a...

Mar 19 2026 41855476
Effectiveness of Al-Assisted Patient Health Education Using Voice Cloning and ChatGPT: Prospective Randomized Controlled Trial.

BACKGROUND: Traditional patient education often lacks personalization and engagement, potentially limiting knowledge acquisition and treatment adheren...

Mar 19 2026 41855493
Systematic review of prediction models and meta-analysis of risk factors for invasive fungal infection in children.

OBJECTIVES: To review the application of prediction models and risk factors identified by prediction models for invasive fungal infection (IFI) in chi...

Mar 19 2026 41856580
Acceptance of AI-based tools in consumer financial decision-making: An application of the extended technology acceptance model.

The development of artificial intelligence has led to an increase in scientific papers on its applications in financial services. Some of them focus o...

Mar 19 2026 41855175
A systematic evaluation of uncertainty quantification techniques in deep learning: a case study in photoplethysmography signal analysis.

In principle, deep learning models trained on medical time-series, including wearable photoplethysmography sensor data, can provide a means to continu...

Mar 18 2026 41858549
Associations between 12 insulin resistance surrogates with metabolic dysfunction-associated steatotic liver disease risk and all-cause mortality: data from the NHANES III (1988-1994).

BACKGROUND: Metabolic dysfunction-associated steatotic liver disease (MASLD) has been shown to be intimately linked to the presence of insulin resista...

Mar 18 2026 41870948
DispatchMAS: fusing taxonomy and artificial intelligence agents for emergency medical services.

BACKGROUND: Emergency medical dispatch is a critical, high-stakes process where dispatcher decisions directly impact patient outcomes. While standardi...

Mar 18 2026 41851670
Predicting Fall Risk in Community-Dwelling Older Adults Using a Fine-Tuned Quantized Large Language Model.

Computerized posturography has been employed to quantify an individual's intrinsic balance control under varying stances, thereby presenting the poten...

Mar 18 2026 41849174
Artificial Intelligence for Predicting Treatment Response in Patients With Anxiety Disorders After Cognitive Behavioral Therapy: Systematic Review and Meta-Analysis.

BACKGROUND: Artificial intelligence (AI) models have been increasingly explored for predicting treatment response to cognitive behavioral therapy (CBT...

Mar 18 2026 41849672
Interrater Reliability of Electroencephalogram Interpretations in Febrile Comatose African Children: Implications for Automated Interpretation Algorithm Creation.

Electroencephalography (EEG) is a diagnostic and prognostic tool used worldwide in the clinical care of comatose patients. Scalability of EEG use in r...

Mar 18 2026 41849798
Zhuangzian philosophy as a guiding principle in medical AI: a path to overcoming bias and paternalism.

This piece defends that the Zhuangzian philosophy can help mitigate paternalism and bias in medical artificial intelligence. Zhuangzian philosophy, by...

Mar 18 2026 41850779
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