Hospital-Based Medicine

Risk Management

Latest AI and machine learning research in risk management for healthcare professionals.

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Showing 81-100 of 13,874 articles

Messaging and Chatbot-Assisted Nursing Consultation (ChatACP) to Empower Family Members of Residents of Nursing Homes on Advance Care Planning: Protocol for a Mixed Methods Pilot Study.

BACKGROUND: Advance care planning (ACP) involves proactive communication about end-of-life care preferences among patients, families, and health care providers. In Chinese culture, older adults commonly delegate such care decisions to adult children, yet family reluctance-rooted in beliefs that aggressive treatments are beneficial-remains a major barrier to ACP participation. Existing intervention...

Aug 12 2026 42585665

A Large Language Model-Based Simulation Protocol Using ChatGPT for Training Novice Critical Care Nurses in Family Crisis Communication and De-escalation.

High-stress conversations with family members in distress are a common part of the intensive care unit (ICU) nursing environment. Novice critical care nurses may have limited opportunities to practice these interactions before encountering them in clinical care. Traditional simulation methods can support communication training but often require faculty time, standardized patients, programming, and...

Aug 12 2026 42592181
Twelve quick tips for applying deep learning to animal sounds.

Deep learning is transforming the study of animal sound, enabling the automated identification of species, individuals, behaviors, and ecological patt...

Aug 12 2026 42585243
DELTA: Strengthening human biological resilience with an N=1 digital health and dynamic biomarker protocol.

Societies are aging rapidly in parallel with the increasingly earlier onset of serious diseases in younger populations. These and other factors are cr...

Aug 12 2026 42585167
Accuracy of Chatbot-Based Health Advice Related to Traumatic Dental Injuries: A Systematic Review and Meta-Analysis.

BACKGROUND/AIMS: The growing use of generative artificial intelligence, especially chatbots, has motivated researchers to test the accuracy of health ...

Aug 11 2026 42581485
Machine Learning-Assisted Prediction of Varicocele Grade Using Multidimensional Spermatic Vein Reflux Time Analysis.

BACKGROUND: Varicocele (VC) grading has long relied on qualitative assessments of venous diameter and reflux signals, lacking standardization. OBJECTI...

Aug 11 2026 42578583
Innovations using digital technologies for periodontal diagnosis and prognosis: a narrative review.

OBJECTIVE: This narrative review aims to identify and evaluate the available scientific literature on digital technologies assisting clinicians in per...

Aug 11 2026 42578725
An AI-Assisted Protocol for Quantifying Superficial Chorioallantoic Membrane Vasculature.

INTRODUCTION: The chicken chorioallantoic membrane (CAM) is a widely used in vivo model for studying angiogenesis and tumor growth in accordance with ...

Aug 11 2026 42579633
Computable Phenotype for Identifying Undiagnosed Hypermobile Ehlers-Danlos Syndrome: Protocol for a Development and Validation Study.

BACKGROUND: Hypermobile Ehlers-Danlos syndrome (hEDS) is a multisystemic hereditary connective tissue disorder characterized by generalized joint hype...

Aug 11 2026 42579883
Digital health in acute care nutrition and dietetics practice: a scoping review.

BACKGROUND: Digital health technologies are transforming healthcare. There is limited research describing how these technologies have been applied by ...

Aug 11 2026 42580524
Methods of Evaluating Large Language Model-Based Health Care Applications Used by Nonprofessionals: Protocol for a Scoping Review.

BACKGROUND: Large language models (LLMs) are increasingly used in health care by nonprofessionals (ie, individuals without formal training in health-r...

Aug 11 2026 42580683
Deep learning for CT-less attenuation correction synthesis in non-small cell lung cancer: A proof-of-concept evaluated for quantitative and physical characteristics.

To develop and rigorously validate a deep learning framework for CT-free positron emission tomography (PET) attenuation correction in non-small cell l...

Aug 11 2026 42580920
A Novel Machine Learning-Based Semi-Automated Phantom-Less QCT Model for Osteoporosis Screening on 100 kVp Ultra-Low-Dose Chest CT: A Phantom Study.

RATIONALE AND OBJECTIVES: Opportunistic osteoporosis screening using chest CT is increasingly explored, yet conventional QCT models are calibrated at ...

Aug 11 2026 42580992
Clinical predictive artificial intelligence evaluation: A narrative review of trial designs and practical considerations.

Artificial intelligence (AI) predictive models demonstrate potential for transforming clinical decision-making across medicine. However, conventional ...

Aug 11 2026 42579710
Integrating New Approach Methodologies and Artificial Intelligence to Advance Central Nervous System Toxicity Prediction: Lessons from Preclinical and Clinical Case Studies.

Central nervous system (CNS) toxicities remain a major cause of drug attrition and represent a persistent challenge in predicting neurological risk du...

Aug 10 2026 42573518
Preferences for AI-Enabled Health Care Technologies: Systematic Review of Discrete Choice Experiments and Reporting Quality Assessment Using the DIRECT Checklist.

BACKGROUND: AI is increasingly being integrated into health care, making it important to understand stakeholder preferences for AI-enabled technologie...

Aug 10 2026 42573981
Automated Features, Algorithms, and Technologies of Electronic Early Warning/Track-and-Trigger Systems: Systematic Review.

BACKGROUND: Electronic early warning/track-and-trigger systems (EW/TTS) are crucial for patient monitoring, detecting clinical deterioration (CD), and...

Aug 10 2026 42574739
Nurse-Led Ambient AI Scribe for Patient Safety Incident Investigation Reports (Project NARRATE): Retrospective Pre-Post Comparative Document-Quality Study.

BACKGROUND: Patient safety investigation reports support organizational learning only when they are complete, usable, and sufficiently detailed. Conve...

Aug 10 2026 42574744
Robustness of radiomics-based machine learning to real-world MRI distribution shifts: a phantom study.

This study systematically investigates the robustness of radiomics-based machine learning models to distribution shifts caused by variations in MRI ac...

Aug 10 2026 42575158
Study protocol of the Speech of children After Neonatal Encephalopathy (SANE): a single-centre prospective cohort study.

INTRODUCTION: Language development is a key determinant of academic achievement and psychosocial outcome. Due to the therapeutic hypothermia procedure...

Aug 10 2026 42575547
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