AIMC Topic:
Computer Simulation

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Internet of Things with Deep Learning-Based Face Recognition Approach for Authentication in Control Medical Systems.

Computational and mathematical methods in medicine Feb 12, 2022
Internet of Things (IoT) with deep learning (DL) is drastically growing and plays a significant role in many applications, including medical and healthcare systems. It can help users in this field get an advantage in terms of enhanced touchless authe...
Computer Security SARS-CoV-2 Deep Learning Internet of Things Algorithms Support Vector Machine Pattern Recognition, Automated Databases, Factual Equipment Design Humans Computer Simulation Automated Facial Recognition COVID-19
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Injection attack estimation of networked control systems subject to hidden DoS attack.

ISA transactions Feb 10, 2022
This paper is concerned with the injection attack estimation for a class of networked control systems with Deny-of-Service (DoS) attack, where unknown signals are injected into the sensor reading and actuator. The main goal is to design an estimator ...
Markov Chains Algorithms Computer Simulation Time Factors Neural Networks, Computer
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A feasibility study for in vivo treatment verification of IMRT using Monte Carlo dose calculation and deep learning-based modelling of EPID detector response.

Radiation oncology (London, England) Feb 10, 2022
BACKGROUND: This paper describes the development of a predicted electronic portal imaging device (EPID) transmission image (TI) using Monte Carlo (MC) and deep learning (DL). The measured and predicted TI were compared for two-dimensional in vivo rad...
Monte Carlo Method Phantoms, Imaging Humans Computer Simulation Algorithms Deep Learning Feasibility Studies Radiotherapy Dosage Radiotherapy, Intensity-Modulated
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Measurement of Body Surface Area for Psoriasis Using U-net Models.

Computational and mathematical methods in medicine Feb 10, 2022
During the evaluation of body surface area (BSA), precise measurement of psoriasis is crucial for assessing disease severity and modulating treatment strategies. Physicians usually evaluate patients subjectively through direct visual evaluation. Howe...
Photography Humans Models, Anatomic Image Interpretation, Computer-Assisted Neural Networks, Computer Machine Learning Body Surface Area Computer Simulation Young Adult Adult Computational Biology Psoriasis
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Using machine learning as a surrogate model for agent-based simulations.

PloS one Feb 10, 2022
In this proof-of-concept work, we evaluate the performance of multiple machine-learning methods as surrogate models for use in the analysis of agent-based models (ABMs). Analysing agent-based modelling outputs can be challenging, as the relationships...
Neural Networks, Computer Machine Learning Algorithms Computer Simulation Monte Carlo Method Systems Analysis Humans
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Trajectory optimisation with musculoskeletal integration features for fracture reduction orthopaedic robot.

The international journal of medical robotics + computer assisted surgery : MRCAS Feb 9, 2022
BACKGROUND: Human body is an integrated system of bones and muscles. To date, there are insufficient studies on the effect of muscles on the trajectory planning of orthopaedic robot. To this end, based on a Stewart-Gough platform (6-UPU) fracture red...
Muscles Orthopedics Fracture Fixation Humans Computer Simulation Robotics
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Lean Neural Networks for Autonomous Radar Waveform Design.

Sensors (Basel, Switzerland) Feb 9, 2022
In recent years, neural networks have exploded in popularity, revolutionizing the domains of computer vision, natural language processing, and autonomous systems. This is due to neural networks ability to approximate complex non-linear functions. Des...
Neural Networks, Computer Algorithms Computers Computer Simulation Radar
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DOA Estimation Method Based on Improved Deep Convolutional Neural Network.

Sensors (Basel, Switzerland) Feb 9, 2022
For the multi-target DOA estimation problem of uniform linear arrays, this paper proposes a DOA estimation method based on the deep convolution neural network. The algorithm adopts the deep convolutional neural network, and the DOA estimation problem...
Computer Simulation Neural Networks, Computer Algorithms
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Classifying neovascular age-related macular degeneration with a deep convolutional neural network based on optical coherence tomography images.

Scientific reports Feb 9, 2022
Neovascular age-related macular degeneration (nAMD) is among the main causes of visual impairment worldwide. We built a deep learning model to distinguish the subtypes of nAMD using spectral domain optical coherence tomography (SD-OCT) images. Data f...
Humans Computer Simulation Female Middle Aged Deep Learning Tomography, Optical Coherence Aged Aged, 80 and over Male Pattern Recognition, Automated Diagnostic Techniques, Ophthalmological Ophthalmologists Macular Degeneration Neovascularization, Pathologic
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Convolutional mesh autoencoders for the 3-dimensional identification of FGFR-related craniosynostosis.

Scientific reports Feb 9, 2022
Clinical diagnosis of craniofacial anomalies requires expert knowledge. Recent studies have shown that artificial intelligence (AI) based facial analysis can match the diagnostic capabilities of expert clinicians in syndrome identification. In genera...
Craniosynostoses Face Head Imaging, Three-Dimensional Image Processing, Computer-Assisted Humans Artificial Intelligence Computer Simulation Tomography, X-Ray Computed Infant
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