AIMC Topic: Ultrasonics

Clear Filters Showing 1 to 10 of 65 articles

Optimization of enzyme-ultrasound assisted extraction from mulberries anthocyanins based on response surface methodology and deep neural networks and analysis of in vitro antioxidant activities.

Food chemistry Mar 5, 2025
This study used Xinjiang native "medicinal and food dual-use" resource mulberries as raw material, and optimized the extraction process of mulberries anthocyanins by enzyme-ultrasound-assistance through the establishment of a response surface model (...
Anthocyanins Fruit Antioxidants Plant Extracts Ultrasonic Waves Ultrasonics Polygalacturonase Morus Chemical Fractionation Neural Networks, Computer
View on PubMed DOI

Application of machine learning in ultrasonic pretreatment of sewage sludge: Prediction and optimization.

Environmental research Oct 5, 2024
In this research, typical industrial scenarios were analyzed optimized by machine learning algorithms, which fills the gap of massive data and industrial requirements in ultrasonic sludge treatment. Principal component analysis showed that the ultras...
Phosphorus Sewage Biological Oxygen Demand Analysis Machine Learning Waste Disposal, Fluid Ultrasonics Nitrogen
View on PubMed DOI

Prediction of micropollutant degradation kinetic constant by ultrasonic using machine learning.

Chemosphere Jun 24, 2024
A prediction model based on XGBoost is proposed for ultrasonic degradation of micropollutants' kinetic constants. After parameter optimization through iteration, the model achieves Evaluation metrics with R and SMAPE reaching 0.99 and 2.06%, respecti...
Machine Learning Water Pollutants, Chemical Benzhydryl Compounds Ultrasonics Carbamazepine Phenols Kinetics Ibuprofen
View on PubMed DOI

End-to-End Ultrasonic Hand Gesture Recognition.

Sensors (Basel, Switzerland) Apr 25, 2024
As the number of electronic gadgets in our daily lives is increasing and most of them require some kind of human interaction, this demands innovative, convenient input methods. There are limitations to state-of-the-art (SotA) ultrasound-based hand ge...
Pattern Recognition, Automated Ultrasonics Machine Learning Algorithms Ultrasonography Hand Gestures Humans Neural Networks, Computer
View on PubMed DOI

Predictive value of ultrasonic artificial intelligence in placental characteristics of early pregnancy for gestational diabetes mellitus.

Frontiers in endocrinology Mar 13, 2024
BACKGROUND: To explore the predictive value of placental features in early pregnancy for gestational diabetes mellitus (GDM) using deep and radiomics-based machine learning (ML) applied to ultrasound imaging (USI), and to develop a nomogram in conjun...
Diabetes, Gestational Ultrasonics Humans Neural Networks, Computer Pregnancy Female Artificial Intelligence Placenta
View on PubMed DOI

An investigation study on the interpretation of ultrasonic medical reports using OpenAI's GPT-3.5-turbo model.

Journal of clinical ultrasound : JCU Nov 6, 2023
OBJECTIVES: Ultrasound medical reports are an important means of diagnosing diseases and assessing treatment effectiveness. However, their professional terms and complex sentences often make it difficult for ordinary people to understand. Therefore, ...
Humans Artificial Intelligence Ultrasonics Physicians Data Accuracy
View on PubMed DOI

3D Ultrasonic Brain Imaging with Deep Learning Based on Fully Convolutional Networks.

Sensors (Basel, Switzerland) Oct 9, 2023
Compared to magnetic resonance imaging (MRI) and X-ray computed tomography (CT), ultrasound imaging is safer, faster, and more widely applicable. However, the use of conventional ultrasound in transcranial brain imaging for adults is predominantly hi...
Magnetic Resonance Imaging Ultrasonics Neuroimaging Deep Learning Image Processing, Computer-Assisted Brain Adult Humans
View on PubMed DOI

Miniaturized Endoscopic 2D US Transducer for Volumetric Ultrasound Imaging of the Auditory System.

IEEE transactions on bio-medical engineering Aug 30, 2023
OBJECTIVE: In this paper, we focus on the carrying out and validation of minimally invasive three-dimensional (3D) ultrasound (US) imaging of the auditory system, which is based on a new miniaturized endoscopic 2D US transducer.
Ultrasonography Phantoms, Imaging Imaging, Three-Dimensional Humans Transducers Tomography, X-Ray Computed Robotics Ultrasonics
View on PubMed DOI

A Novel Pipeline Corrosion Monitoring Method Based on Piezoelectric Active Sensing and CNN.

Sensors (Basel, Switzerland) Jan 11, 2023
In this study, a piezoelectric active sensing-based time reversal method was investigated for monitoring pipeline internal corrosion. An effective method that combines wavelet packet energy with a Convolutional Neural Network (CNN) was proposed to id...
Wavelet Analysis Neural Networks, Computer Ultrasonics Corrosion
View on PubMed DOI

Acoustic Emission and Artificial Intelligence Procedure for Crack Source Localization.

Sensors (Basel, Switzerland) Jan 7, 2023
The acoustic emission (AE) technique is one of the most widely used in the field of structural monitoring. Its popularity mainly stems from the fact that it belongs to the category of non-destructive techniques (NDT) and allows the passive monitoring...
Neural Networks, Computer Sound Acoustics Artificial Intelligence Ultrasonics
View on PubMed DOI
Popular Topics
Recent Journals