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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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An integrated AI pipeline for automated cytogenetic analysis of bone marrow karyograms in hematological malignancies: A Pix2Pix enhancement and deep learning detection approach.

BACKGROUND: Conventional cytogenetic analysis remains central to the diagnosis and risk stratification of hematological malignancies but is constrained by labor-intensive workflows, inter-observer variability, and sensitivity to image quality. Although artificial intelligence (AI) approaches have been proposed for individual analytical tasks, clinically integrated, end-to-end pipelines aligned wit...

May 20 2026 42318451

Large language models and large multimodal models in radiology: opportunities, challenges, and the path toward sustainable long-term clinical integration.

Large language models (LLMs), built on transformer architecture, have emerged as a fundamental tool in natural language processing and contextual reasoning, and have been extended to multimodal data interpretation, which has been termed large multimodal models (LMMs). Radiology as a medical discipline, having undergone full digital transformation over the past two decades, is uniquely positioned a...

May 20 2026 42159910
Receipt of Medicines Information From the Internet and Other Information Sources Among Adult Medicine Users in Developed Economies, 2010-2025: Systematic Review.

BACKGROUND: The internet, social media, and digital health tools have transformed access and receipt of medicines information (MI), complementing or r...

May 20 2026 42160780
From superficial scholarship to algorithmic slop in analytical chromatography.

Analytical chromatography is a cornerstone of modern science, yet a growing proportion of its literature risks contributing little genuine innovation....

May 20 2026 42161220
Systematic review and meta-analysis of machine learning models predicting massive hemorrhage protocol in trauma.

Timely activation of massive hemorrhage protocols (MHP) is critical to prevent exsanguination and improve survival in trauma patients. Current clinica...

May 20 2026 42162022
Assessing the clinical deployability of AI tools for caries detection: A structured narrative synthesis and proposed framework.

OBJECTIVE: To synthesise how studies evaluating AI-based caries detection on bitewing radiographs report evidence relevant to real-world clinical use ...

May 19 2026 42162784
Automated Safety Testing and Reporting Application for Conversational Safety Monitoring of Generative AI Tools for Mental Health: Development and Validation Study.

BACKGROUND: Artificial intelligence (AI)-based conversational tools are rapidly expanding within mental health care as a means of increasing access an...

May 19 2026 42155999
The evolving PI-RADS paradigm.

Prostate MRI is central to the diagnostic pathway for prostate cancer (PCa), reducing unnecessary biopsies, improving the detection of clinically sign...

May 18 2026 42152154
Consensus statement on the application of artificial intelligence in osteoporosis screening and management: perspectives from the Asia-Pacific region.

UNLABELLED: Osteoporosis is a major and growing health concern in the Asia-Pacific region, y et it remains widely underdiagnosed and undertreated due ...

May 16 2026 42142131
Human rights violations reporting dataset.

Human rights research increasingly employs computational text analysis, but existing datasets provide either document-level aggregations or event-leve...

May 15 2026 42220647
Clinical Validation of Two New Planimetric Techniques for Measuring Ulcer Surface Area.

BACKGROUND: As a standalone parameter, the wound surface area can be used to describe a wound in medical records; however, changes in the wound surfac...

May 15 2026 42138266
Evaluating Crowdsourced Data Collection for Carceral Death Surveillance: Pilot Study Using Amazon Mechanical Turk.

BACKGROUND: People who are incarcerated face significantly higher health risks than the general population, yet deaths in custody remain underreported...

May 15 2026 42140619
Adaptive patch sampling and location-aware reasoning for whole body PET-CT multi-organ segmentation.

Patch-wise learning is a common strategy for training neural networks on large-scale dense prediction problems, yet existing approaches assume uniform...

May 15 2026 42141028
Clinical setting-dependent diagnostic accuracy of artificial intelligence and store-and-forward diabetic retinopathy screening: a systematic review and meta-analysis.

Population-based diabetic retinopathy (DR) screening requires diagnostic strategies that optimize clinical utility by balancing missed disease against...

May 15 2026 42141103
Using large language models for automated assessment of reporting quality and completeness of prediction model studies.

BACKGROUND AND OBJECTIVES: Transparent and complete reporting in scientific papers is important for interpretation of study results and for downstream...

May 14 2026 42134730
Development and validation of a rule-based tool for quality management reporting in a genetics laboratory.

INTRODUCTION: Quality management systems are essential in clinical laboratories to ensure optimal operational output. However, report generation still...

May 14 2026 42179680
Evaluating the Methodological Quality of Artificial Intelligence-Assisted Systematic Reviews: Protocol for a Mixed Methods Meta-Research Study.

BACKGROUND: Artificial intelligence (AI), including large language models (LLMs), is increasingly integrated into systematic review (SR) workflows. AI...

May 14 2026 42133859
Machine learning models for outcome prediction of patients with ischaemic stroke undergoing reperfusion therapy: a systematic review and meta-analysis.

BACKGROUND: Reperfusion therapy, including thrombolysis and thrombectomy, is crucial for ischaemic stroke treatment. However, patient outcomes often r...

May 14 2026 42134981
Optimising supervised machine learning algorithms predicting cigarette cravings and lapses for a smoking cessation just-in-time adaptive intervention (JITAI).

This study aimed to optimise the balance between participant burden and algorithm performance for predicting high-risk moments in a smoking cessation ...

May 14 2026 42133672
Diagnostic performance of artificial intelligence in periapical radiography: a systematic review.

To systematically evaluate the diagnostic accuracy of artificial intelligence (AI) models in periapical radiography for detection, classification, and...

May 13 2026 42126492
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