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Surveys

Latest AI and machine learning research in surveys for healthcare professionals.

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Could vehicles analyze driving risks using human fuzzy semantic logic? A data-knowledge-driven new perspective.

Accurate risk identification is crucial for ensuring the safe operation of Host vehicles (HoVs) in e...

Collision risk prediction and takeover requirements assessment based on radar-video integrated sensors data: A system framework based on LLM.

There are safety risks when drivers take over the control of autonomous driving vehicles, and reduci...

A framework for real-time traffic risk prediction incorporating cost-sensitive learning and dynamic thresholds.

In recent years, researchers have explored an innovative approach that leverages real vehicle trajec...

Graph Anomaly Detection in Time Series: A Survey.

With the recent advances in technology, a wide range of systems continue to collect a large amount o...

3D Gaussian Splatting as a New Era: A Survey.

3D Gaussian Splatting (3D-GS) has emerged as a significant advancement in the field of computer grap...

Toward data-driven predictive modeling of electrocatalyst stability and surface reconstruction.

Catalyst dissolution and surface restructuring are ubiquitous in electrocatalysis, often leading to ...

Equipping Speech-Language Clinicians for the Critical Appraisal of an Artificial Intelligence-Driven, Evidence-Based Future.

PURPOSE: Artificial intelligence (AI) is more capable and accessible than ever before. But what does...

Structural Bias in Three-Dimensional Autoregressive Generative Machine Learning of Organic Molecules.

A range of generative machine learning models for the design of novel molecules and materials have b...

BalancedDiff: Balanced Diffusion Network for High-Quality Molecule Generation.

Traditional drug discovery and development are time-consuming and expensive. Deep learning-based mol...

IPEM topical report: results of a 2024 UK survey of artificial intelligence in medical physics and clinical engineering.

Medical physics and clinical engineering (MPCE) professionals have a critical role in the safe and e...

OPERAS decision support system versus manual job coding: a quantitative analysis on coding time and inter-coder reliability.

OBJECTIVES: The manual coding of job descriptions is time-consuming, expensive and requires expert k...

Laryngopharyngeal Reflux Prevalence and Predictors Among Doctors.

Laryngopharyngeal reflux (LPR) refers to the retrograde flow of stomach contents into the larynx due...

Data-driven multi-hazard susceptibility and community perceptions assessment using a mixed-methods approach.

Assessing multi-hazard susceptibility and understanding community insights are important for effecti...

Artificial intelligence in forensic mental health: A review of applications and implications.

This narrative review explores the transformative role of artificial intelligence (AI) in forensic m...

A general survey on medical image super-resolution via deep learning.

Medical image super-resolution (SR) is a classic regression task in low-level vision. Limited by har...

Integrating machine learning and reliability analysis: A novel approach to predicting heavy metal removal efficiency using biochar.

Soil contamination with heavy metals (HMs) presents critical environmental and public health risks d...

A survey of deep-learning-based radiology report generation using multimodal inputs.

Automatic radiology report generation can alleviate the workload for physicians and minimize regiona...

Impact of spectrum bias on deep learning-based stroke MRI analysis.

PURPOSE: To evaluate spectrum bias in stroke MRI analysis by excluding cases with uncertain acute is...

CausalMixNet: A mixed-attention framework for causal intervention in robust medical image diagnosis.

Confounding factors inherent in medical images can significantly impact the causal exploration capab...

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