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Identifying and Reporting Dependent Adult abuse

Latest AI and machine learning research in identifying and reporting dependent adult abuse for healthcare professionals.

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Enhancing radiology workflows through collaborative AI-assisted chest X-ray reporting using large vision-language models: a proof-of-concept study.

OBJECTIVES: To evaluate whether collaborative assistance from an artificial intelligence-based tool that proposes partial radiology report content can improve reporting efficiency and radiologist satisfaction in chest X-ray interpretation, without compromising report quality. MATERIALS AND METHODS: In a retrospective study, three radiologists reported 50 MIMIC-CXR chest X-rays twice, once with art...

Apr 28 2026 42047956

Machine Learning in HIV Care and Antiretroviral Therapy: Systematic Review.

BACKGROUND: Artificial intelligence (AI) is expanding across various medical fields, with machine learning (ML) being increasingly used to enhance patient management in diagnosis, prevention, and therapeutic care. OBJECTIVE: This study aims to provide an overview of ML applications in HIV care, focusing on real clinical data to improve health care for people living with HIV and on antiretroviral t...

Apr 28 2026 42048495
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review.

BACKGROUND: Social determinants of health (SDOH) are the social, economic, and environmental conditions that influence health outcomes. SDOH informati...

Apr 28 2026 42048518
Risk prediction models for imported infectious diseases: A systematic review.

OBJECTIVES: Accurate prediction models for imported infectious diseases are essential for early warning, cross-border surveillance, and resource alloc...

Apr 27 2026 42049150
Catalyst screening for electrochemical ammonia synthesis: a critical review.

Ammonia (NH3) is a promising carbon-free energy carrier, and its synthesis is a key process in the chemical industry. While the Haber-Bosch process re...

Apr 27 2026 42052585
AI-Powered Image-Based Assessment of Pressure Injuries Using You Only Look Once Version 8 (YOLOv8) Models.

OBJECTIVE: The primary objective of this study is to enhance the detection and staging of pressure injuries using machine learning capabilities for pr...

Apr 27 2026 40081991
Artificial intelligence and computerized decision support in adult intensive care: A systematic review of randomized controlled trials.

BACKGROUND: Artificial intelligence (AI) and computerized clinical decision support systems (CDSS) are increasingly applied in intensive care, yet the...

Apr 27 2026 42048766
Artificial Intelligence in Dental and Orthopedic Skeletal Imaging: A Scoping Review of Methodological Convergence and Translational Gaps.

This scoping review aimed to answer the question: to what extent do artificial intelligence applications in dental and orthopedic skeletal imaging dem...

Apr 27 2026 42045769
FAIR4prep: FAIR clinical informatics data preprocessing in artificial intelligence applications.

Reproducibility of machine learning applications in clinical informatics heavily relies on data preparation. However, preprocessing pipelines are not ...

Apr 25 2026 42034631
Systematic review of machine learning and deep learning models for EEG-based detection of depression.

OBJECTIVE: Depression is a leading cause of global disability, motivating the development of objective and scalable diagnostic approaches. Quantitativ...

Apr 24 2026 42056808
Reporting software tools and automation in the protocols of evidence syntheses: Meta-research study.

INTRODUCTION: The growing volume of primary research and the increasing demand for timely, high-quality evidence syntheses (ESs) have intensified inte...

Apr 24 2026 42035815
Nurses' Lived Experiences of Generative Artificial Intelligence-Enabled Shift Handover Innovation: A Descriptive Phenomenological Study.

AIM: To explore nurses' lived experiences of a generative artificial intelligence-enabled shift handover innovation. DESIGN: A descriptive phenomenolo...

Apr 24 2026 42027174
Methodological appraisal practices in AI-Based radiomics research in paediatric brain tumour Imaging: A Meta-Research study of systematic reviews.

BACKGROUND: Artificial intelligence-based radiomics offers a potential adjunct to the current clinical management of paediatric brain tumours by enabl...

Apr 23 2026 42030719
Optimizing Timeliness of Healthcare Delivery in Diagnostic Radiology at U.S. Academic Centers.

RATIONALE AND OBJECTIVES: Timely radiology access is essential for accurate diagnosis, treatment planning, and efficient care delivery. U.S. academic ...

Apr 23 2026 42031598
Segmentation for pelvic malignancies in radiation oncology practice: a systematic review and meta-analysis protocol.

BACKGROUND: Deep learning (DL)-based artificial intelligence (AI) models, the fourth generation in autosegmentation, have been adopted both for commer...

Apr 23 2026 42026695
Variation in standards for reporting artificial intelligence research using burn image datasets raises ethical questions: A scoping review.

BACKGROUND: Accurate assessment of burn depth and area are required to guide treatment and inform prognosis. Currently this assessment relies on subje...

Apr 22 2026 42308686
Artificial intelligence and machine learning: an important new set of tools for clinical shoulder arthroplasty research.

BACKGROUND: Artificial intelligence (AI) and machine learning (ML) have increasingly transformative potential in orthopedic surgery, enhancing precisi...

Apr 22 2026 42292138
AI Triage of Normal Chest Radiographs: A Silent Trial and Failure Analysis.

Chest radiography is the most frequently performed imaging examination worldwide, and increasing demand has contributed to reporting delays in many he...

Apr 22 2026 42017801
Comparative evaluation of large language models for generating CAD-RADS 2.0-compliant diagnostic conclusions in cardiac CT reports.

OBJECTIVES: Coronary computed tomography angiography (CCTA) has become a cornerstone in non-invasive CAD diagnosis and risk stratification. To standar...

Apr 22 2026 42018072
Centralized pooling and federated learning for Canadian patient-level data sharing in multicenter medical AI: A scoping review.

Algorithms that support screening, triage, and treatment decisions depend on training data drawn from patient populations. Limited access to patient-l...

Apr 21 2026 42066521
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