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Surveys

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

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A Survey of End-to-End Driving: Architectures and Training Methods.

Autonomous driving is of great interest to industry and academia alike. The use of machine learning ...

A survey on the influence of CYBATHLON on the development and acceptance of advanced assistive technologies.

BACKGROUND: Advanced assistive technologies (AAT) aim to exploit the vast potential of technological...

Using artificial intelligence to support rapid, mixed-methods analysis: Developing an automated qualitative assistant (AQUA).

Context: Qualitative research - crucial for understanding human behavior - remains underutilized, in...

Multiple sclerosis cortical lesion detection with deep learning at ultra-high-field MRI.

Manually segmenting multiple sclerosis (MS) cortical lesions (CLs) is extremely time consuming, and ...

Development of an affordable, immersive model for robotic vaginal cuff closure: a randomized trial.

Safe and secure closure of the vaginal cuff is a critical component of a robotic assisted hysterecto...

Artificial Intelligence in Fracture Detection: A Systematic Review and Meta-Analysis.

Background Patients with fractures are a common emergency presentation and may be misdiagnosed at ra...

Machine learning in medical applications: A review of state-of-the-art methods.

Applications of machine learning (ML) methods have been used extensively to solve various complex ch...

Analysis Model of Spoken English Evaluation Algorithm Based on Intelligent Algorithm of Internet of Things.

With the in-depth promotion of the national strategy for the integration of artificial intelligence ...

The Impact of Wireless Network Mobile Devices on College Students' Labour Concept Education in Artificial Intelligence Environment.

To cultivate correct labour values and good labour quality of college students and effectively promo...

Application of Machine Learning in the Reliability Evaluation of Pipelines for the External Anticorrosion Coating.

The purpose of this research is to enhance the analysis of the reliability status for external antic...

Mind the gap: Performance metric evaluation in brain-age prediction.

Estimating age based on neuroimaging-derived data has become a popular approach to developing marker...

Implicit data crimes: Machine learning bias arising from misuse of public data.

SignificancePublic databases are an important resource for machine learning research, but their grow...

How Validation Methodology Influences Human Activity Recognition Mobile Systems.

In this article, we introduce explainable methods to understand how Human Activity Recognition (HAR)...

Problems and Countermeasures of Financial Risk in Project Management Based on Convolutional Neural Network.

Under the background of market economy, engineering projects are faced with a lot of financial risks...

Machine learning and phone data can improve targeting of humanitarian aid.

The COVID-19 pandemic has devastated many low- and middle-income countries, causing widespread food ...

A Survey of Underwater Acoustic Data Classification Methods Using Deep Learning for Shoreline Surveillance.

This paper presents a comprehensive overview of current deep-learning methods for automatic object c...

Sampling Rate Decay in Hindsight Experience Replay for Robot Control.

Training agents via deep reinforcement learning with sparse rewards for robotic control tasks in vas...

A Survey on Sparse Learning Models for Feature Selection.

Feature selection is important in both machine learning and pattern recognition. Successfully select...

Missing data imputation in clinical trials using recurrent neural network facilitated by clustering and oversampling.

In clinical practice, the composition of missing data may be complex, for example, a mixture of miss...

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