AIMC Topic: Neural Networks, Computer

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Neural networks of different species, brain areas and states can be characterized by the probability polling state.

The European journal of neuroscience Jul 11, 2020
Cortical networks are complex systems of a great many interconnected neurons that operate from collective dynamical states. To understand how cortical neural networks function, it is important to identify their common dynamical operating states from ...
Neural Networks, Computer Brain Animals Neurons Probability Entropy Mice Models, Neurological
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CAB U-Net: An end-to-end category attention boosting algorithm for segmentation.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Jul 11, 2020
With the development of machine learning and artificial intelligence, many convolutional neural networks (CNNs) based segmentation methods have been proposed for 3D cardiac segmentation. In this paper, we propose the category attention boosting (CAB)...
Neural Networks, Computer Algorithms Artificial Intelligence
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Classification of glomerular pathological findings using deep learning and nephrologist-AI collective intelligence approach.

International journal of medical informatics Jul 11, 2020
BACKGROUND: Automated classification of glomerular pathological findings is potentially beneficial in establishing an efficient and objective diagnosis in renal pathology. While previous studies have verified the artificial intelligence (AI) models f...
Intelligence Nephrologists Neural Networks, Computer Artificial Intelligence Humans Deep Learning
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Bone shadow segmentation from ultrasound data for orthopedic surgery using GAN.

International journal of computer assisted radiology and surgery Jul 11, 2020
PURPOSE: Real-time, two (2D) and three-dimensional (3D) ultrasound (US) has been investigated as a potential alternative to fluoroscopy imaging in various surgical and non-surgical orthopedic procedures. However, low signal to noise ratio, imaging ar...
Orthopedic Procedures Orthopedics Fluoroscopy Bone Diseases Artifacts Bone and Bones Acoustics Ultrasonography Imaging, Three-Dimensional Image Processing, Computer-Assisted Reproducibility of Results Diagnosis, Computer-Assisted Humans Algorithms Computer Simulation Neural Networks, Computer
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Fast interactive medical image segmentation with weakly supervised deep learning method.

International journal of computer assisted radiology and surgery Jul 11, 2020
PURPOSE: To achieve accurate image segmentation, which is the first critical step in medical image analysis and interventions, using deep neural networks seems a promising approach provided sufficiently large and diverse annotated data from experts. ...
Humans Neural Networks, Computer Databases, Factual Male Echocardiography Diagnosis, Computer-Assisted Tomography, X-Ray Computed Reproducibility of Results Observer Variation Pattern Recognition, Automated Image Processing, Computer-Assisted Brachytherapy Prostatic Neoplasms Deep Learning Prostate Ultrasonography
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Kidney segmentation from computed tomography images using deep neural network.

Computers in biology and medicine Jul 11, 2020
BACKGROUND: The precise segmentation of kidneys and kidney tumors can help medical specialists to diagnose diseases and improve treatment planning, which is highly required in clinical practice. Manual segmentation of the kidneys is extremely time-co...
Kidney Tomography, X-Ray Computed Image Processing, Computer-Assisted Neural Networks, Computer Databases, Factual
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Sign Language Recognition Using Wearable Electronics: Implementing k-Nearest Neighbors with Dynamic Time Warping and Convolutional Neural Network Algorithms.

Sensors (Basel, Switzerland) Jul 11, 2020
We propose a sign language recognition system based on wearable electronics and two different classification algorithms. The wearable electronics were made of a sensory glove and inertial measurement units to gather fingers, wrist, and arm/forearm mo...
Female Adult Middle Aged Wearable Electronic Devices Male Humans Neural Networks, Computer Sign Language Algorithms
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Cross-Modal Search for Social Networks via Adversarial Learning.

Computational intelligence and neuroscience Jul 11, 2020
Cross-modal search has become a research hotspot in the recent years. In contrast to traditional cross-modal search, social network cross-modal information search is restricted by data quality for arbitrary text and low-resolution visual features. In...
Semantics Online Social Networking Social Media Social Networking Neural Networks, Computer Natural Language Processing Machine Learning Datasets as Topic
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Deep Neural Network for Automatic Classification of Pathological Voice Signals.

Journal of voice : official journal of the Voice Foundation Jul 10, 2020
OBJECTIVES: Computer-aided pathological voice detection is efficient for initial screening of pathological voice, and has received high academic and clinical attention. This paper proposes an automatic diagnosis method of pathological voice based on ...
Voice Neural Networks, Computer Humans Support Vector Machine Acoustics
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Intelligent animal detection system using sparse multi discriminative-neural network (SMD-NN) to mitigate animal-vehicle collision.

Environmental science and pollution research international Jul 10, 2020
Animal-Vehicle Collision (AVC) is a predominant problem in both urban and rural roads and highways. Detecting animals on the road is challenging due to factors like the fast movement of both animals and vehicles, highly cluttered environmental settin...
Data Collection Neural Networks, Computer Movement Algorithms
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