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Identifying and Reporting Child abuse

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

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Predicting Elder Abuse Using a Random Forest Classifier.

This paper aims to identify key factors influencing elder abuse within the family and to further explore the heterogeneity of these factors across different types of elder abuse. The data were drawn from the China Longitudinal Aging Social Survey and the final valid sample was 10,703. A random forest classifier, a supervised machine learning method, was employed to identify the key influencing fac...

Jul 29 2025 40727975

Kinetics and Product Branching in Dihydrogen Activation by Gaseous Manganese Monoxide Cations.

The activation of dihydrogen by transition-metal monoxide cations (MO) in the gas phase offers valuable mechanistic insight into multistate reactions. In this work, we present a mixed quantum-classical trajectory surface hopping study of the MnO + H reaction, based on newly developed full-dimensional coupled potential energy surfaces (PESs) for both the lowest-lying quintet and septet spin states,...

Jul 8 2025 40627694
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 ...

Jul 5 2025 40618070
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
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
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
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
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
Sparse deconvolution of cell type medleys in spatial transcriptomics.

Mapping cell distributions across spatial locations with whole-genome coverage is essential for understanding cellular responses and signaling However...

Jun 12 2025 40505018
Systematic Exploration of Hospital Cost Variability: A Conformal Prediction-Based Outlier Detection Method for Electronic Health Records.

Marked variability in inpatient hospitalization costs poses significant challenges to healthcare quality, resource allocation, and patient outcomes. T...

Jun 10 2025 40502259
HLN-DDI: hierarchical molecular representation learning with co-attention mechanism for drug-drug interaction prediction.

BACKGROUND: Accurate identification of drug-drug interactions (DDIs) is critical in pharmacology, as DDIs can either enhance therapeutic efficacy or t...

Jun 4 2025 40468206
The effects of learning experience on college students' deep english learning: a study of the chain mediation effect of motivation and strategy.

This study focuses on the impact of learning experience on college students' deep learning of English and the chain-mediated effects of motivation and...

Jun 4 2025 40465789
Hierarchical Information-guided robotic grasp detection.

With the advancement of deep learning, robotic grasping has seen widespread application in fields, becoming a critical component in enhancing automati...

May 29 2025 40442259
Learning double balancing representation for heterogeneous dose-response curve estimation.

Estimating the individuals' potential response to varying treatment doses is crucial for decision-making in areas such as precision medicine and manag...

May 22 2025 40414149
High throughput assessment of blueberry fruit internal bruising using deep learning models.

The rising costs and labor shortages have sparked interest in machine harvesting of fresh-market blueberries. A major drawback of machine harvesting i...

May 21 2025 40470370
Dual-Domain deep prior guided sparse-view CT reconstruction with multi-scale fusion attention.

Sparse-view CT reconstruction is a challenging ill-posed inverse problem, where insufficient projection data leads to degraded image quality with incr...

May 15 2025 40374874
Multitask semantic change detection guided by spatiotemporal semantic interaction.

Semantic Change Detection (SCD) aims to accurately identify the change areas and their categories in dual-time images, which is more complex and chall...

May 8 2025 40341129
Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences.

Recent advancements in endoscopy video analysis have relied on the utilization of relatively short video clips extracted from longer videos or million...

May 6 2025 40031835
Structural uncertainty estimation for medical image segmentation.

Precise segmentation and uncertainty estimation are crucial for error identification and correction in medical diagnostic assistance. Existing methods...

Apr 28 2025 40311302
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