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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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Employing machine learning for early detection of poly-victimization in rural children: a survey study in China's Chaoshan region.

BACKGROUND: Poly-victimization (PV), encompassing multiple forms of victimization including physical abuse, emotional maltreatment, neglect, and peer violence, poses a significant public health challenge among children, particularly in rural areas with high rates of children whose parents have migrated to cities for work, leaving them in rural areas (left-behind children). This study investigates ...

Jul 5 2025 40618070

Enhancing Prostate Cancer Classification: A Comprehensive Review of Multiparametric MRI and Deep Learning Integration.

Multiparametric MRI (mpMRI) has become an essential tool in the detection of prostate cancer (PCa) and can help many men avoid unnecessary biopsies. However, interpreting prostate mpMRI remains subjective, labor-intensive, and more complex compared to traditional transrectal ultrasound. These challenges will likely grow as MRI is increasingly adopted for PCa screening and diagnosis. This developme...

Jul 4 2025 40613800
Ultrasound-based classification of follicular thyroid Cancer using deep convolutional neural networks with transfer learning.

This study aimed to develop and validate convolutional neural network (CNN) models for distinguishing follicular thyroid carcinoma (FTC) from follicul...

Jul 1 2025 40592967
Identifying real time surveillance indicators to estimate COVID-19 hospital admissions in Colorado during and after the public health emergency.

Questions remain about how best to focus surveillance efforts for COVID-19 and other emerging respiratory diseases. We used an archive of COVID-19 dat...

Jul 1 2025 40593931
Next app prediction based on graph neural networks and self-attention enhancement.

Next mobile app prediction aims to recommend the apps that users will most likely to use next based on their historical usage behavior. It is critical...

Jul 1 2025 40594142
An interval type-2 fuzzy multi-criteria decision-making approach for patient bed allocation.

Effective inpatient bed management is critical for optimizing healthcare resource utilization and ensuring high-quality patient care. The growing imba...

Jul 1 2025 40596627
Evaluation of changes in prediction modelling in biomedicine using systematic reviews.

The number of prediction models proposed in the biomedical literature has been growing year on year. In the last few years there has been an increasin...

Jul 1 2025 40597722
A real-world data analysis of montelukast in FDA Adverse Event Reporting System (FAERS) database.

BACKGROUND: Montelukast(MTK) is a leukotriene receptor antagonist widely used clinically for treating asthma and rhinitis. However, many adverse event...

Jul 1 2025 40598639
Modernizing Risk Adjustment in Health Care: A Position Paper of the American College of Physicians.

Risk adjustment is a critical component of health care reimbursement aimed at ensuring fair compensation on the basis of the characteristics of patien...

Jul 1 2025 40587865
Recent topics on thyroid cytopathology: reporting systems and ancillary studies.

As fine-needle aspiration techniques and diagnostic methodologies for thyroid nodules have continued to evolve and reporting systems have been updated...

Jun 30 2025 40583694
Progression and natural history of Atypical Parkinsonism (ATPARK): Protocol for a longitudinal follow-up study from an underrepresented population.

BACKGROUND: Atypical Parkinsonian Syndromes (APS) form the third largest group of neurodegenerative disorders including Progressive Supranuclear Palsy...

Jun 26 2025 40569901
Q-GEM: Quantum Chemistry Knowledge Fusion Geometry-Enhanced Molecular Representation for Property Prediction.

Recently, various self-supervised learning (SSL) methods based on 3D graph neural networks (GNNs) have been developed to comprehensively represent the...

Jun 20 2025 40539240
Emergency radiology: roadmap for radiology departments.

Emergency radiology has evolved into a significant subspecialty over the past 2 decades, facing unique challenges including escalating imaging volumes...

Jun 20 2025 40540107
Time-on-task and instructions help humans to keep up with AI: replication and extension of a comparison of creative performances.

A growing number of studies have compared human and AI creative performance. These studies differ in AI chatbots, human populations, creativity tasks,...

Jun 20 2025 40542035
Applying language models for suicide prevention: evaluating news article adherence to WHO reporting guidelines.

The responsible reporting of suicide in media is crucial for public health, as irresponsible coverage can potentially promote suicidal behaviors. This...

Jun 20 2025 40542269
Large Language Model Architectures in Health Care: Scoping Review of Research Perspectives.

BACKGROUND: Large language models (LLMs) can support health care professionals in their daily work, for example, when writing and filing reports or co...

Jun 19 2025 40536801
It is Time to Realize the Promise of the Digital Mental Health Transformation: Application for Population Mental Health.

The past 25 years have seen the explosion of digital health care-from 1s and 0s initially serving most researchers for accomplishing their work, to th...

Jun 19 2025 40536919
The Use of Artificial Intelligence in Residency Application Evaluation-A Scoping Review.

Several residency programs have begun investigating artificial intelligence (AI) methods to facilitate application screening processes. However, no u...

Jun 16 2025 40529251
Large Language Models and the Analyses of Adherence to Reporting Guidelines in Systematic Reviews and Overviews of Reviews (PRISMA 2020 and PRIOR).

In the context of Evidence-Based Practice (EBP), Systematic Reviews (SRs), Meta-Analyses (MAs) and overview of reviews have become cornerstones for th...

Jun 12 2025 40504403
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