AIMC Topic: Computer Systems

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Real-time carotid plaque recognition from dynamic ultrasound videos based on artificial neural network.

Ultraschall in der Medizin (Stuttgart, Germany : 1980) Dec 19, 2023
PURPOSE: Carotid ultrasound allows noninvasive assessment of vascular anatomy and function with real-time display. Based on the transfer learning method, a series of research results have been obtained on the optimal image recognition and analysis of...
Ultrasonography Video Recording Middle Aged Computer Systems Plaque, Atherosclerotic Algorithms Carotid Stenosis Female Humans Image Interpretation, Computer-Assisted Adult Carotid Arteries Neural Networks, Computer Male
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Editorial Topical Collection: "Explainable and Augmented Machine Learning for Biosignals and Biomedical Images".

Sensors (Basel, Switzerland) Dec 9, 2023
Machine learning (ML) is a well-known subfield of artificial intelligence (AI) that aims at developing algorithms and statistical models able to empower computer systems to automatically adapt to a specific task through experience or learning from da...
Algorithms Computer Systems Artificial Intelligence Machine Learning Models, Statistical
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Informed consent for artificial intelligence in emergency medicine: A practical guide.

The American journal of emergency medicine Nov 25, 2023
As artificial intelligence (AI) expands its presence in healthcare, particularly within emergency medicine (EM), there is growing urgency to explore the ethical and practical considerations surrounding its adoption. AI holds the potential to revoluti...
Informed Consent Emergency Medicine Computer Systems Humans Artificial Intelligence Communication
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Speech Emotion Recognition Using Convolution Neural Networks and Multi-Head Convolutional Transformer.

Sensors (Basel, Switzerland) Jul 7, 2023
Speech emotion recognition (SER) is a challenging task in human-computer interaction (HCI) systems. One of the key challenges in speech emotion recognition is to extract the emotional features effectively from a speech utterance. Despite the promisin...
Emotions Speech Computer Systems Algorithms Humans Neural Networks, Computer
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Person-Specific Gaze Estimation from Low-Quality Webcam Images.

Sensors (Basel, Switzerland) Apr 20, 2023
Gaze estimation is an established research problem in computer vision. It has various applications in real life, from human-computer interactions to health care and virtual reality, making it more viable for the research community. Due to the signifi...
Virtual Reality Eye Humans Neural Networks, Computer Computer Systems
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Quantitative Prediction of Inorganic Nanomaterial Cellular Toxicity via Machine Learning.

Small (Weinheim an der Bergstrasse, Germany) Feb 11, 2023
Organic chemistry has seen colossal progress due to machine learning (ML). However, the translation of artificial intelligence (AI) into materials science is challenging, where biological behavior prediction becomes even more complicated. Nanotoxicit...
Artificial Intelligence Machine Learning Computer Systems Nanostructures Chemistry, Organic
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Real-Time Vehicle Classification System Using a Single Magnetometer.

Sensors (Basel, Switzerland) Nov 29, 2022
Vehicle count and classification data are very important inputs for intelligent transportation systems (ITS). Magnetic sensor-based technology provides a very promising solution for the measurement of different traffic parameters. In this work, a nov...
Algorithms Computer Systems Neural Networks, Computer
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Implementation of Kalman Filtering with Spiking Neural Networks.

Sensors (Basel, Switzerland) Nov 16, 2022
A Kalman filter can be used to fill space-state reconstruction dynamics based on knowledge of a system and partial measurements. However, its performance relies on accurate modeling of the system dynamics and a proper characterization of the uncertai...
Neurons Neural Networks, Computer Computers Algorithms Computer Systems
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Power quality approximation for household equipment load combinations using a stepwise growth in input parameters of AI models.

Scientific reports Nov 8, 2022
Detached off-grids, subject to the generated renewable energy (RE), need to balance and compensate the unstable power supply dependent on local source potential. Power quality (PQ) is a set of EU standards that state acceptable deviations in the para...
Renewable Energy Artificial Intelligence Computer Systems Household Articles Algorithms
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Optimizing Face Recognition Inference with a Collaborative Edge-Cloud Network.

Sensors (Basel, Switzerland) Nov 1, 2022
The rapid development of deep-learning-based edge artificial intelligence applications and their data-driven nature has led to several research issues. One key issue is the collaboration of the edge and cloud to optimize such applications by increasi...
Artificial Intelligence Computer Systems Algorithms Facial Recognition
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