AIMC Topic: Research Design

Clear Filters Showing 211 to 220 of 643 articles

A Novel Method for Improved Network Traffic Prediction Using Enhanced Deep Reinforcement Learning Algorithm.

Sensors (Basel, Switzerland) Jul 2, 2022
Network data traffic is increasing with expanded networks for various applications, with text, image, audio, and video for inevitable needs. Network traffic pattern identification and analysis of traffic of data content are essential for different ne...
Neural Networks, Computer Deep Learning Data Collection Algorithms Research Design
View on PubMed DOI

Light-Weighted Deep Learning Model to Detect Fault in IoT-Based Industrial Equipment.

Computational intelligence and neuroscience Jun 29, 2022
Industry 4.0, with the widespread use of IoT, is a significant opportunity to improve the reliability of industrial equipment through problem detection. It is difficult to utilize a unified model to depict the working condition of devices in real-wor...
Reproducibility of Results Deep Learning Neural Networks, Computer Research Design Technology
View on PubMed DOI

Social robots in the instruction of social skills in autism: a comprehensive descriptive analysis of single-case experimental designs.

Disability and rehabilitation. Assistive technology Jun 26, 2022
PURPOSE: The rapid technological advances, the traits of individuals with ASD and their interest in technology are promising for the instruction of social skills to individuals with autism spectrum disorder (ASD) using various technological intervent...
Child Robotics Autism Spectrum Disorder Social Skills Autistic Disorder Social Interaction Humans Research Design
View on PubMed DOI

Size-adaptive mediastinal multilesion detection in chest CT images via deep learning and a benchmark dataset.

Medical physics Jun 20, 2022
PURPOSE: Many deep learning methods have been developed for pulmonary lesion detection in chest computed tomography (CT) images. However, these methods generally target one particular lesion type, that is, pulmonary nodules. In this work, we intend t...
Tomography Tomography, X-Ray Computed Deep Learning Humans Research Design
View on PubMed DOI

A novel tool that allows interactive screening of PubMed citations showed promise for the semi-automation of identification of Biomedical Literature.

Journal of clinical epidemiology Jun 20, 2022
BACKGROUND AND OBJECTIVES: Systematic reviews form the basis of evidence-based medicine, but are expensive and time-consuming to produce. To address this burden, we have developed a literature identification system (Pythia) that combines the query fo...
Humans PubMed Automation Machine Learning Algorithms Research Design
View on PubMed DOI

A Scalable Embedding Based Neural Network Method for Discovering Knowledge From Biomedical Literature.

IEEE/ACM transactions on computational biology and bioinformatics Jun 3, 2022
Nowadays, the amount of biomedical literatures is growing at an explosive speed, and much useful knowledge is yet undiscovered in the literature. Classical information retrieval techniques allow to access explicit information from a given collection ...
Knowledge Bases Knowledge Research Design Publications Neural Networks, Computer
View on PubMed DOI

Accuracy and Efficiency of Machine Learning-Assisted Risk-of-Bias Assessments in "Real-World" Systematic Reviews : A Noninferiority Randomized Controlled Trial.

Annals of internal medicine May 31, 2022
BACKGROUND: Automation is a proposed solution for the increasing difficulty of maintaining up-to-date, high-quality health evidence. Evidence assessing the effectiveness of semiautomated data synthesis, such as risk-of-bias (RoB) assessments, is lack...
Bias Research Design Risk Assessment Humans Machine Learning
View on PubMed DOI

Sample Size Calculation for Clinical Trials of Medical Decision Support Systems with Binary Outcome.

Sovremennye tekhnologii v meditsine May 28, 2022
Currently, software products for use in medicine are actively developed. Among them, the dominant share belongs to clinical decision support systems (CDSS), which can be intelligent (based on mathematical models obtained by machine learning methods o...
Research Design Cross-Sectional Studies Software Clinical Trials as Topic Humans Decision Support Systems, Clinical Artificial Intelligence Sample Size
View on PubMed DOI

A classification for complex imbalanced data in disease screening and early diagnosis.

Statistics in medicine May 23, 2022
Imbalanced classification has drawn considerable attention in the statistics and machine learning literature. Typically, traditional classification methods often perform poorly when a severely skewed class distribution is observed, not to mention und...
Machine Learning Algorithms Humans Research Design Early Diagnosis
View on PubMed DOI

A Wavelet Packet Transform and Convolutional Neural Network Method Based Ultrasonic Detection Signals Recognition of Concrete.

Sensors (Basel, Switzerland) May 19, 2022
This paper proposes a new intelligent recognition method for concrete ultrasonic detection based on wavelet packet transform and a convolutional neural network (CNN). To validate the proposed data-based method, a case study is presented where the K-f...
Neural Networks, Computer Algorithms Research Design Wavelet Analysis Ultrasonics
View on PubMed DOI
Popular Topics
Recent Journals