AIMC Topic: Algorithms

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A Mature-Tomato Detection Algorithm Using Machine Learning and Color Analysis.

Sensors (Basel, Switzerland) Apr 30, 2019
An algorithm was proposed for automatic tomato detection in regular color images to reduce the influence of illumination and occlusion. In this method, the Histograms of Oriented Gradients (HOG) descriptor was used to train a Support Vector Machine (...
Humans Machine Learning Color Solanum lycopersicum Algorithms Biosensing Techniques Support Vector Machine
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Event-Triggered Synchronization Strategy for Multiple Neural Networks With Time Delay.

IEEE transactions on cybernetics Apr 29, 2019
This paper deals with global exponential synchronization of multiple neural networks (NNs) with time delay via a very broad class of event-triggered coupling, in which coupling matrix can be non-Laplacian. Some simple and convenient sufficient condit...
Neural Networks, Computer Algorithms Computer Simulation Time Factors
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Transfer Learning for Brain-Computer Interfaces: A Euclidean Space Data Alignment Approach.

IEEE transactions on bio-medical engineering Apr 29, 2019
OBJECTIVE: This paper targets a major challenge in developing practical electroencephalogram (EEG)-based brain-computer interfaces (BCIs): how to cope with individual differences so that better learning performance can be obtained for a new subject, ...
Electroencephalography Signal Processing, Computer-Assisted Brain-Computer Interfaces Algorithms Databases, Factual Computer Simulation Evoked Potentials Imagination Humans Machine Learning
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Separation of water and fat signal in whole-body gradient echo scans using convolutional neural networks.

Magnetic resonance in medicine Apr 29, 2019
PURPOSE: To perform and evaluate water-fat signal separation of whole-body gradient echo scans using convolutional neural networks.
Neural Networks, Computer Algorithms Middle Aged Image Processing, Computer-Assisted Humans Body Water Whole Body Imaging Magnetic Resonance Imaging Liver Adipose Tissue
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A novel deep learning based automatic auscultatory method to measure blood pressure.

International journal of medical informatics Apr 29, 2019
BACKGROUND: It is clinically important to develop innovative techniques that can accurately measure blood pressures (BP) automatically.
Deep Learning Blood Pressure Determination Blood Pressure Automation Stethoscopes Humans Algorithms Adult Neural Networks, Computer Female Male Young Adult Middle Aged
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MLSeq: Machine learning interface for RNA-sequencing data.

Computer methods and programs in biomedicine Apr 29, 2019
BACKGROUND AND OBJECTIVE: In the last decade, RNA-sequencing technology has become method-of-choice and prefered to microarray technology for gene expression based classification and differential expression analysis since it produces less noisy data....
Gene Expression Profiling Humans Sequence Analysis, RNA Support Vector Machine Machine Learning Poisson Distribution Programming Languages Software Discriminant Analysis Linear Models Algorithms RNA
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Predicting coronary artery disease: a comparison between two data mining algorithms.

BMC public health Apr 29, 2019
BACKGROUND: Cardiovascular diseases (CADs) are the first leading cause of death across the world. World Health Organization has estimated that morality rate caused by heart diseases will mount to 23 million cases by 2030. Hence, the use of data minin...
Sex Factors Predictive Value of Tests Coronary Artery Disease Data Mining Socioeconomic Factors Support Vector Machine Age Factors Algorithms Electronic Health Records Female Middle Aged ROC Curve Risk Factors Male Humans Neural Networks, Computer
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To Generate an Ensemble Model for Women Thyroid Prediction Using Data Mining Techniques.

Asian Pacific journal of cancer prevention : APJCP Apr 29, 2019
Objective: The main objective of this paper is to easily identify thyroid symptom for treatment. Methods: In this paper two main techniques are proposed for mining the hidden pattern in the dataset. Ensemble-I and Ensemble- II both are machine learni...
Humans Neural Networks, Computer Thyroid Gland Decision Support Systems, Clinical Predictive Value of Tests Data Mining Machine Learning Algorithms Female
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Knowledge development, technology and questions of nursing ethics.

Nursing ethics Apr 28, 2019
This article explores emerging ethical questions that result from knowledge development in a complex, technological age. Nursing practice is at a critical ideological and ethical precipice where decision-making is enhanced and burdened by new ways of...
Genetics Ethics, Nursing Artificial Intelligence Knowledge Neurosciences Algorithms Humans Nursing Care Big Data Biomedical Technology Thinking Genomics Inventions
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Machine Learning for Medical Imaging.

Journal of healthcare engineering Apr 28, 2019
Deep Learning Liver Neoplasms Support Vector Machine Software Alzheimer Disease Humans Principal Component Analysis Algorithms Diagnostic Imaging Neural Networks, Computer Reproducibility of Results Machine Learning
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