AIMC Journal:
Mathematical biosciences and engineering : MBE

Showing 271 to 280 of 288 articles

Gradient and Hamiltonian coupled systems on undirected networks.

Mathematical biosciences and engineering : MBE May 23, 2019
Many real world applications are modelled by coupled systems on undirected networks. Two striking classes of such systems are the gradient and the Hamiltonian systems. In fact, within these two classes, coupled systems are admissible only by the undi...
Neural Networks, Computer Algorithms Brain Nonlinear Dynamics Synapses Models, Biological Neurons Humans
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Transfer learning on T1-weighted images for brain age estimation.

Mathematical biosciences and engineering : MBE May 18, 2019
Due to both the hidden nature and the irreversibility of Alzheimers disease (AD), it has become the killer of the elderly and is thus the focus of much attention in the medical field. Radiologists compare the predicted brain age with the ground truth...
Female Aged Aged, 80 and over Male Humans Databases, Factual Brain Aging Middle Aged Deep Learning Image Interpretation, Computer-Assisted Magnetic Resonance Imaging Neuroimaging Alzheimer Disease
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An improved least squares SVM with adaptive PSO for the prediction of coal spontaneous combustion.

Mathematical biosciences and engineering : MBE Apr 12, 2019
The problem of coal spontaneous combustion prediction is very complex, and there are many factors that affect the prediction results. In order to solve the issues of high dimension and redundancy among features and limited samples in the prediction o...
Oxygen Consumption Least-Squares Analysis Coal Temperature Support Vector Machine Oxygen Fires Nonlinear Dynamics Spontaneous Combustion Algorithms Computer Simulation Software
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An intelligent aerator algorithm inspired-by deep learning.

Mathematical biosciences and engineering : MBE Apr 10, 2019
Aerator is an indispensable tool in aquaculture, and China is one of the largest aquaculture countries in the world. So, the intelligent control of the aerator is of great significance to energy conservation and environmental protection and the preve...
Humans Algorithms Animals Deep Learning Oxygen Mathematical Concepts China Water Aquaculture
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TKRD: Trusted kernel rootkit detection for cybersecurity of VMs based on machine learning and memory forensic analysis.

Mathematical biosciences and engineering : MBE Mar 26, 2019
The promotion of cloud computing makes the virtual machine (VM) increasingly a target of malware attacks in cybersecurity such as those by kernel rootkits. Memory forensic, which observes the malicious tracks from the memory aspect, is a useful way f...
Computer Security Cloud Computing Machine Learning Support Vector Machine Algorithms Area Under Curve Decision Making Computers Bayes Theorem False Positive Reactions
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A new deep learning model for assisted diagnosis on electrocardiogram.

Mathematical biosciences and engineering : MBE Mar 22, 2019
In order to enhance the accuracy of computer aided electrocardiogram analysis, we propose a deep learning model called CBRNN to assist diagnosis on electrocardiogram for clinical medical service. It combines two sub networks which are convolutional n...
Humans Diagnosis, Computer-Assisted Deep Learning Electrocardiography Signal Processing, Computer-Assisted Cardiology Neural Networks, Computer Skin Medical Errors Machine Learning Medical Informatics Algorithms Models, Cardiovascular
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Identification of hormone binding proteins based on machine learning methods.

Mathematical biosciences and engineering : MBE Mar 22, 2019
The soluble carrier hormone binding protein (HBP) plays an important role in the growth of human and other animals. HBP can also selectively and non-covalently interact with hormone. Therefore, accurate identification of HBP is an important prerequis...
Machine Learning Software Algorithms Animals Peptides Computer Simulation Reproducibility of Results Humans Computational Biology Hormones Databases, Protein Analysis of Variance Support Vector Machine Amino Acids Carrier Proteins
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Identifying concepts from medical images via transfer learning and image retrieval.

Mathematical biosciences and engineering : MBE Mar 8, 2019
Automatically identifying semantic concepts from medical images provides multimodal insights for clinical research. To study the effectiveness of concept detection on large scale medical images, we reconstructed over 230,000 medical image-concepts pa...
Internet Semantics Pattern Recognition, Automated Humans Neural Networks, Computer Female Image Processing, Computer-Assisted Area Under Curve Breast Neoplasms Deep Learning
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Medical assertion classification in Chinese EMRs using attention enhanced neural network.

Mathematical biosciences and engineering : MBE Mar 8, 2019
Electronic medical records (EMRs), such as hospital discharge summaries, contain a wealth of information only expressed in natural language. Automated methods for extracting information from these records must be able to recognize medical concepts in...
Electronic Health Records Language China Medical Informatics Humans Neural Networks, Computer Machine Learning
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On discrete time Beverton-Holt population model with fuzzy environment.

Mathematical biosciences and engineering : MBE Feb 21, 2019
In this work, dynamical behaviors of discrete time Beverton-Holt population model with fuzzy parameters are studied. It provides a flexible model to fit population data. For three different fuzzy parameters and fuzzy initial conditions, according to ...
Reproduction Fuzzy Logic Algorithms Probability Population Dynamics Animals Models, Biological Computational Biology
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