AIMC Topic: Neural Networks, Computer

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A Novel Event-Driven Spiking Convolutional Neural Network for Electromyography Pattern Recognition.

IEEE transactions on bio-medical engineering Aug 30, 2023
Electromyography (EMG) pattern recognition is an important technology for prosthesis control and human-computer interaction etc. However, the practical application of EMG pattern recognition is hampered by poor accuracy and robustness due to electrod...
Neural Networks, Computer Algorithms Humans Electromyography Artificial Limbs Gestures Discriminant Analysis
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Omni-Seg: A Scale-Aware Dynamic Network for Renal Pathological Image Segmentation.

IEEE transactions on bio-medical engineering Aug 30, 2023
Comprehensive semantic segmentation on renal pathological images is challenging due to the heterogeneous scales of the objects. For example, on a whole slide image (WSI), the cross-sectional areas of glomeruli can be 64 times larger than that of the ...
Mice Kidney Humans Neural Networks, Computer Animals Image Processing, Computer-Assisted
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Efficient Generation of Pretraining Samples for Developing a Deep Learning Brain Injury Model via Transfer Learning.

Annals of biomedical engineering Aug 29, 2023
The large amount of training samples required to develop a deep learning brain injury model demands enormous computational resources. Here, we study how a transformer neural network (TNN) of high accuracy can be used to efficiently generate pretraini...
Brain Injuries Models, Biological Neural Networks, Computer Deep Learning Humans
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Deep Learning Ultrasound Computed Tomography Under Sparse Sampling.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Aug 29, 2023
Ultrasound computed tomography (USCT) is a fast-emerging imaging modality that is expected to help detect and characterize breast tumors by quantifying the distribution of the speed of sound (SOS) and acoustic attenuation in breast tissue. High-quali...
Ultrasonography Image Processing, Computer-Assisted Tomography, X-Ray Computed Deep Learning Phantoms, Imaging Neural Networks, Computer Algorithms
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Ultrasound Frame-to-Volume Registration via Deep Learning for Interventional Guidance.

IEEE transactions on ultrasonics, ferroelectrics, and frequency control Aug 29, 2023
Fusing intraoperative 2-D ultrasound (US) frames with preoperative 3-D magnetic resonance (MR) images for guiding interventions has become the clinical gold standard in image-guided prostate cancer biopsy. However, developing an automatic image regis...
Humans Neural Networks, Computer Ultrasonography Imaging, Three-Dimensional Male Prostatic Neoplasms Deep Learning
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Deep learning algorithm for visual quality assessment of the spirograms.

Physiological measurement Aug 29, 2023
. The quality of spirometry manoeuvres is crucial for correctly interpreting the values of spirometry parameters. A fundamental guideline for proper quality assessment is the American Thoracic Society and European Respiratory Society (ATS/ERS) Standa...
United States Spirometry Sensitivity and Specificity Deep Learning Neural Networks, Computer Algorithms
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Prediction of municipal solid waste generation and analysis of dominant variables in rapidly developing cities based on machine learning - a case study of China.

Waste management & research : the journal of the International Solid Wastes and Public Cleansing Association, ISWA Aug 28, 2023
Prediction of municipal solid waste (MSW) generation plays an essential role in effective waste management. The main objectives of this study were to develop models for accurate prediction of MSW generation (MSWG) and analyze the influence of dominan...
Refuse Disposal Waste Management Population Density Models, Theoretical Solid Waste China Cities Neural Networks, Computer Machine Learning
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Shortening image registration time using a deep neural network for patient positional verification in radiotherapy.

Physical and engineering sciences in medicine Aug 28, 2023
We sought to accelerate 2D/3D image registration computation time using image synthesis with a deep neural network (DNN) to generate digitally reconstructed radiographic (DRR) images from X-ray flat panel detector (FPD) images. And we explored the fe...
Male Neural Networks, Computer Imaging, Three-Dimensional Algorithms Neck Humans Head
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Criticality and clinical department prediction of ED patients using machine learning based on heterogeneous medical data.

Computers in biology and medicine Aug 28, 2023
PROBLEM: Emergency triage faces multiple challenges, including limited medical resources and inadequate manual triage nurses, which cause incorrect triage, overcrowding in the emergency department (ED), and long patient waiting time.
Retrospective Studies Artificial Intelligence Humans Triage Machine Learning Emergency Service, Hospital Neural Networks, Computer
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DeepGRID: Deep Learning Using GRID Descriptors for BBB Prediction.

Journal of chemical information and modeling Aug 28, 2023
Deep Learning approaches are able to automatically extract relevant features from the input data and capture nonlinear relationships between the input and output. In this work, we present the GRID-derived AI (GrAId) descriptors, a simple modification...
Neural Networks, Computer Blood-Brain Barrier Deep Learning Random Forest
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