AIMC Topic: Ultrasonic Waves
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Analysis of ultrasonic vocalizations from mice using computer vision and machine learning.
eLife
Mar 31, 2021
Mice emit ultrasonic vocalizations (USVs) that communicate socially relevant information. To detect and classify these USVs, here we describe VocalMat. VocalMat is a software that uses image-processing and differential geometry approaches to detect U...
Deep Learning Analysis of Ultrasonic Guided Waves for Cortical Bone Characterization.
IEEE transactions on ultrasonics, ferroelectrics, and frequency control
Mar 26, 2021
Ultrasonic guided waves (UGWs) propagating in the long cortical bone can be measured via the axial transmission method. The characterization of long cortical bone using UGW is a multiparameter inverse problem. The optimal solution of the inverse prob...
Automatic classification of mice vocalizations using Machine Learning techniques and Convolutional Neural Networks.
PloS one
Jan 19, 2021
Ultrasonic vocalizations (USVs) analysis is a well-recognized tool to investigate animal communication. It can be used for behavioral phenotyping of murine models of different disorders. The USVs are usually recorded with a microphone sensitive to ul...
Ultrasound transmission tomography image reconstruction with a fully convolutional neural network.
Physics in medicine and biology
Nov 27, 2020
Image reconstruction of ultrasound computed tomography based on the wave equation is able to show much more structural details than simpler ray-based image reconstruction methods. However, to invert the wave-based forward model is computationally dem...
Study on the Classification Performance of Underwater Sonar Image Classification Based on Convolutional Neural Networks for Detecting a Submerged Human Body.
Sensors (Basel, Switzerland)
Dec 23, 2019
Auto-detecting a submerged human body underwater is very challenging with the absolute necessity to a diver or a submersible. For the vision sensor, the water turbidity and limited light condition make it difficult to take clear images. For this reas...
Micelle-dominated distribution strategy for non-matrix matched calibration without an internal standard: "Extract-and-shoot" approach for analyzing hydrophilic targets in blood and cell samples.
Analytica chimica acta
Dec 17, 2019
The analysis of trace hydrophilic targets in complex aqueous-rich matrices is considerably challenging, generally requiring matrix-matched calibration, internal standard, or time-and-labor-intensive sample preparation. To address this analytical bott...
Synthesis and biological characterization of MnZnEuDyFeO nanoparticles by sonochemical approach.
Materials science & engineering. C, Materials for biological applications
Dec 6, 2019
Metallic nanoparticles (NPs) possess unique properties which makes them attractive candidates for various applications especially in field of experimental medicine and drug delivery. Many approaches were developed to synthesize divers and customized ...
Response surface methodology and artificial neural network approach for the optimization of ultrasound-assisted extraction of polyphenols from garlic.
Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association
Nov 16, 2019
This paper aimed to establish the optimal conditions for ultrasound-assisted extraction of polyphenols from domestic garlic (Allium sativum L.) using response surface methodology (RSM) and artificial neural network (ANN) approach. A 4-factor-3-level ...
A Laboratory-Built Fully Automated Ultrasonication Robot for Filamentous Fungi Homogenization.
SLAS technology
Jul 30, 2019
This article presents the design and development of a new hands-free ultrasonication robot for filamentous fungi homogenization. The platform was constructed with a modified inexpensive 3D printer, equipped with an upward-facing camera, a custom-desi...
Ultrasonic exposure parameters screening in permeability of mycobacterium smegmatis cytoderm induced by cavitation based on artificial neural network identification.
Ultrasonics sonochemistry
May 31, 2019
The low intensity ultrasound has been adopted by researchers to enhance the bactericidal effect against bacteria in vitro and in vivo. Although the mechanism is not completely understood, one dominant opinion is that the permeability increases becaus...
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