AIMC Topic: Ultrasonics

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Ultrasonic Image Feature Analysis under Deep Learning Algorithm to Evaluate the Efficacy of Drug-Coated Balloon for Treatment of Arteriosclerotic Occlusion.

Computational and mathematical methods in medicine May 31, 2022
In order to explore the adoption of ultrasonic images under deep learning (DL) algorithm to evaluate the efficacy of drug-coated balloon (DCB) for treatment of arteriosclerotic occlusion, 56 patients who underwent DCB surgery of lower limb artery wer...
Femoral Artery Coated Materials, Biocompatible Ultrasonics Popliteal Artery Peripheral Arterial Disease Arteriosclerosis Constriction, Pathologic Deep Learning Humans Treatment Outcome
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A review of ultrasonic sensing and machine learning methods to monitor industrial processes.

Ultrasonics May 28, 2022
Supervised machine learning techniques are increasingly being combined with ultrasonic sensor measurements owing to their strong performance. These techniques also offer advantages over calibration procedures of more complex fitting, improved general...
Monitoring, Physiologic Ultrasonics Machine Learning Algorithms
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Implementation of Omni-D Tele-Presence Robot Using Kalman Filter and Tricon Ultrasonic Sensors.

Sensors (Basel, Switzerland) May 23, 2022
The tele-presence robot is designed to set forth an economic solution to facilitate day-to-day normal activities in almost every field. There are several solutions to design tele-presence robots, e.g., Skype and team viewer, but it is pretty inapprop...
Ultrasonics Algorithms Robotics
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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...
Ultrasonics Neural Networks, Computer Research Design Wavelet Analysis Algorithms
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Machine Learning for Touch Localization on an Ultrasonic Lamb Wave Touchscreen.

Sensors (Basel, Switzerland) Apr 21, 2022
Classification and regression employing a simple Deep Neural Network (DNN) are investigated to perform touch localization on a tactile surface using ultrasonic guided waves. A robotic finger first simulates the touch action and captures the data to t...
Touch Perception Machine Learning Neural Networks, Computer Fingers Ultrasonics Humans
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When Bubbles Are Not Spherical: Artificial Intelligence Analysis of Ultrasonic Cavitation Bubbles in Solutions of Varying Concentrations.

The journal of physical chemistry. B Apr 18, 2022
Ultrasonic irradiation of liquids, such as water-alcohol solutions, results in cavitation or the formation of small bubbles. Cavitation bubbles are generated in real solutions without the use of optical traps making our system as close to real condit...
Acoustics Motion Water Ultrasonics Artificial Intelligence
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Evaluation and Comparison of Ultrasonic and UWB Technology for Indoor Localization in an Industrial Environment.

Sensors (Basel, Switzerland) Apr 11, 2022
Evaluations of different technologies and solutions for indoor localization exist but only a few are aimed at the industrial context. In this paper, we compare and analyze two prominent solutions based on Ultra Wide Band Radio (Pozyx) and Ultrasound ...
Ultrasonics Environment Humans Robotics
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Deep learning-based anomaly detection from ultrasonic images.

Ultrasonics Apr 2, 2022
Non-destructive testing is a group of methods for evaluating the integrity of components. Among them, ultrasonic inspection stands out due to its ability to visualize both shallow and deep sections of the material in the search for flaws. Testing of ...
Humans Deep Learning Ultrasonics
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Domain Adapted Deep-Learning for Improved Ultrasonic Crack Characterization Using Limited Experimental Data.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Mar 30, 2022
Deep learning is an effective method for ultrasonic crack characterization due to its high level of automation and accuracy. Simulating the training set has been shown to be an effective method of circumventing the lack of experimental data common to...
Algorithms Neural Networks, Computer Ultrasonics Deep Learning
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Deep Learning for Instrumented Ultrasonic Tracking: From Synthetic Training Data to In Vivo Application.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Jan 27, 2022
Instrumented ultrasonic tracking is used to improve needle localization during ultrasound guidance of minimally invasive percutaneous procedures. Here, it is implemented with transmitted ultrasound pulses from a clinical ultrasound imaging probe, whi...
Needles Image Processing, Computer-Assisted Neural Networks, Computer Ultrasonics Ultrasonography Deep Learning
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