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Patient safety / Risk Management

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

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Showing 261-280 of 10,112 articles

A comprehensive analysis of brain network complexity in task-based fMRI using entropy: systematic review.

Entropy-based analysis is increasingly used in task-based functional magnetic resonance imaging (fMRI) to quantify neural signal complexity and information dynamics, but variation in entropy definitions, parameter choices, and analytic scope can limit cross-study comparability. To systematically review how entropy measures are implemented, parameterized, and interpreted in task-based fMRI studies ...

Mar 26 2026 41886027

Machine Learning Models Used to Predict Abdominal Aortic Aneurysm Growth and Rupture: A Systematic Review and Critical Appraisal.

BACKGROUND: Abdominal aortic aneurysm (AAA) rupture remains a major cause of mortality, and diameter-based surveillance is an imperfect predictor of risk. Some aneurysms rupture below operative thresholds, whereas others remain stable despite exceeding them. Machine learning (ML) may improve risk stratification by integrating geometric, hemodynamic, radiomic, and clinical data. We performed a syst...

Mar 25 2026 41895595
Fuzzy Logic Approaches for Causal Inference in Health Care: Systematic Review.

BACKGROUND: Fuzzy logic has been progressively investigated as a viable alternative to traditional statistical and machine learning methods in health ...

Mar 25 2026 41880635
Man vs. machine: Multi-country experimental evidence on the quality and perceptions of AI-generated research blog content.

Academic research is not always available in a form that is accessible or engaging to a non-academic audience, hindering readers' engagement with it. ...

Mar 25 2026 41880293
Bridging the gap: aligning clinical decision support regulation with clinical practice in the era of artificial intelligence.

Clinical decision support (CDS) software plays an increasingly central role in health-care delivery, yet the ambiguous interpretations of regulations ...

Mar 23 2026 41876288
Nurse Practitioner Students' Perceptions of an Artificial Intelligence Differential Diagnosis Tool: A Pilot Study.

AIM: The aim of this study is to assess nurse practitioner students' perceptions and engagement with Isabel's artificial intelligence (AI) based diffe...

Mar 23 2026 41869715
Evaluating ChatGPT-4o's Quality and Readability in Preoperative Facial Plastic Surgery Counseling: A Vignette-Based Analysis.

BACKGROUND: Generative artificial intelligence (AI) models such as ChatGPT have demonstrated potential in medical education and patient communication ...

Mar 23 2026 41871290
The Silent Author: A Pilot Study Detecting AI-Assisted Writing in Plastic and Reconstructive Surgery Journals.

BACKGROUND: Academic publishing underpins surgical decision-making, but the rapid adoption of generative artificial intelligence (AI) raises concerns ...

Mar 23 2026 41860427
Scoping Review of AI-Chatbots to Support Family Caregivers.

BACKGROUND AND OBJECTIVES: Family caregivers face elevated risks for mental and physical health issues but have difficulty accessing informational and...

Mar 18 2026 41849436
Ethics tools for strengthening ethics review: A scoping Review.

BACKGROUND: Ethics review of research and innovation activities face growing challenges due to rapid scientific and technological advances, interdisci...

Mar 17 2026 41845876
Artificial Intelligence Technologies in Nursing Clinical Decision-Making: An Umbrella Review.

AIM: To describe contemporary peer-reviewed literature on artificial intelligence in nurses' clinical decision-making. METHODS: An umbrella review of ...

Mar 17 2026 41841218
Should AI results be disclosed in mammography reports? A randomised survey study of patient responses to concordant and discordant interpretations.

OBJECTIVES: To assess how disclosing artificial intelligence (AI) results, particularly discordant findings, affects patient trust, anxiety, follow-up...

Mar 15 2026 41832929
The economic imperative of artificial intelligence in maternal and neonatal health: a review of evaluation benefits, frameworks, challenges, future perspectives, and limitations.

Integrating artificial intelligence (AI) into maternal and neonatal health (MNH) offers significant opportunities for enhancing patient care through a...

Mar 14 2026 41832507
Definitions of early COPD and predictors for disease progression: a systematic review.

INTRODUCTION: Early chronic obstructive pulmonary disease (COPD) is considered to represent the initial phase of the disease. However, inconsistent te...

Mar 11 2026 41813011
Latent Supervision: A Method for Improved Performance and Calibration of Machine Learning Classification Models in Ophthalmology.

PURPOSE: Standard supervised learning assumes deterministic labels (e.g., positive or negative, present or absent), neglecting the diagnostic uncertai...

Mar 10 2026 42005908
AI-assisted assessment of narrative documentation quality in ART consultations using a domain-based framework.

PURPOSE: To assess narrative clinical documentation quality in assisted reproductive technology (ART) consultations, by applying a transparent, reprod...

Mar 7 2026 41793627
Applications of Generative Artificial Intelligence for Strabismus Surgery Video-Based Education.

OBJECTIVE: To develop educational artificial intelligence (AI)-generated videos for patients undergoing strabismus surgery and assess patient percepti...

Mar 6 2026 42005914
Ethics in publishing: From plagiarism to artificial intelligence.

The digitization of research has transformed how evidence is gathered, hypotheses are generated, and manuscripts are written, introducing ethical chal...

Mar 6 2026 41796719
The need to develop health data transaction disclosure requirements to balance transparency, privacy, and progressive use.

This Viewpoint critically evaluates the impact of commodifying health data in the era of electronic health records and the ethical challenges this pra...

Mar 5 2026 41792017
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