AIMC Topic: Pattern Recognition, Automated

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Automated Parkinson's disease recognition based on statistical pooling method using acoustic features.

Medical hypotheses Nov 11, 2019
Parkinson's disease is one of the mostly seen neurological disease. It affects to nervous system and hinders people's vital activities. The majority of Parkinson's patients lose their ability to speak, write and balance. Many machine learning methods...
Humans Neural Networks, Computer Machine Learning Algorithms Female Reproducibility of Results Principal Component Analysis Gait Acoustics Pattern Recognition, Automated False Positive Reactions Aged Male Middle Aged Diagnosis, Computer-Assisted Support Vector Machine Cluster Analysis Parkinson Disease Models, Statistical
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A Multibranch Object Detection Method for Traffic Scenes.

Computational intelligence and neuroscience Nov 11, 2019
The performance of convolutional neural network- (CNN-) based object detection has achieved incredible success. Howbeit, existing CNN-based algorithms suffer from a problem that small-scale objects are difficult to detect because it may have lost its...
Motor Vehicles Humans Cities Neural Networks, Computer Light Time Factors Pattern Recognition, Automated Bicycling
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Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks.

Medical image analysis Nov 8, 2019
It remains challenging to automatically segment kidneys in clinical ultrasound (US) images due to the kidneys' varied shapes and image intensity distributions, although semi-automatic methods have achieved promising performance. In this study, we pro...
Male Deep Learning Ultrasonography Kidney Diseases Humans Neural Networks, Computer Female Aged, 80 and over Datasets as Topic Pattern Recognition, Automated
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Computational Approaches to Comics Analysis.

Topics in cognitive science Nov 8, 2019
Comics are complex documents whose reception engages cognitive processes such as scene perception, language processing, and narrative understanding. Possibly because of their complexity, they have rarely been studied in cognitive science. Modeling th...
Pattern Recognition, Automated Eye-Tracking Technology Humans Visual Perception Deep Learning Language Narration Cartoons as Topic Attention
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Multi-resolution convolutional neural networks for fully automated segmentation of acutely injured lungs in multiple species.

Medical image analysis Nov 7, 2019
Segmentation of lungs with acute respiratory distress syndrome (ARDS) is a challenging task due to diffuse opacification in dependent regions which results in little to no contrast at the lung boundary. For segmentation of severely injured lungs, loc...
Dogs Datasets as Topic Pattern Recognition, Automated Sheep, Domestic Swine Deep Learning Disease Models, Animal Respiratory Distress Syndrome Humans Neural Networks, Computer Tomography, X-Ray Computed Animals
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Object detection and recognition: using deep learning to assist the visually impaired.

Disability and rehabilitation. Assistive technology Nov 6, 2019
BACKGROUND: Deep learning systems have improved performance of devices through more accurate object detection in a significant number of areas, for medical aid in general, and also for navigational aids for the visually impaired. Systems addressing d...
Persons with Visual Disabilities Humans Deep Learning Wearable Electronic Devices Pattern Recognition, Automated Self-Help Devices
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A method for the automated classification of benign and malignant masses on digital breast tomosynthesis images using machine learning and radiomic features.

Radiological physics and technology Nov 4, 2019
In digital mammography, which is used for the early detection of breast tumors, oversight may occur due to overlap between normal tissues and lesions. However, since digital breast tomosynthesis can acquire three-dimensional images, tissue overlappin...
Female Reproducibility of Results Breast Neoplasms Diagnosis, Computer-Assisted Humans Machine Learning Algorithms Bayes Theorem Radiographic Image Interpretation, Computer-Assisted ROC Curve Image Processing, Computer-Assisted Breast Support Vector Machine Pattern Recognition, Automated Mammography False Positive Reactions
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White blood cells detection and classification based on regional convolutional neural networks.

Medical hypotheses Nov 4, 2019
White blood cells (WBC) are important parts of our immune system and they protect our body against infections by eliminating viruses, bacteria, parasites and fungi. There are five types of WBC. These are called Lymphocytes, Monocytes, Eosinophils, Ba...
Leukocytes Eosinophils Lymphocytes Pattern Recognition, Automated Humans Neural Networks, Computer Deep Learning Software Image Processing, Computer-Assisted Monocytes Neutrophils Algorithms Reproducibility of Results Sensitivity and Specificity Diagnosis, Computer-Assisted
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Resting-State Functional Network Scale Effects and Statistical Significance-Based Feature Selection in Machine Learning Classification.

Computational and mathematical methods in medicine Nov 4, 2019
In recent years, functional brain network topological features have been widely used as classification features. Previous studies have found that network node scale differences caused by different network parcellation definitions significantly affect...
Pattern Recognition, Automated Nerve Net Magnetic Resonance Imaging Cluster Analysis Brain Mapping Humans Medical Informatics Depressive Disorder, Major Neural Networks, Computer Diagnosis, Computer-Assisted Young Adult Machine Learning Algorithms Adolescent Adult Brain Support Vector Machine Male Female Middle Aged Reproducibility of Results
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Breast Cancer Identification via Thermography Image Segmentation with a Gradient Vector Flow and a Convolutional Neural Network.

Journal of healthcare engineering Nov 3, 2019
Breast cancer is the most common cancer among women worldwide with about half a million cases reported each year. Mammary thermography can offer early diagnosis at low cost if adequate thermographic images of the breasts are taken. The identification...
Models, Statistical Reproducibility of Results Thermography Humans Breast Neoplasms Bayes Theorem Breast Neural Networks, Computer Diagnosis, Computer-Assisted Pattern Recognition, Automated Algorithms Image Processing, Computer-Assisted Female
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