AIMC Topic: Algorithms

Clear Filters Showing 20571 to 20580 of 28713 articles

Evaluation of Commonly Used Algorithms for Thyroid Ultrasound Images Segmentation and Improvement Using Machine Learning Approaches.

Journal of healthcare engineering Sep 23, 2018
The thyroid is one of the largest endocrine glands in the human body, which is involved in several body mechanisms like controlling protein synthesis and the body's sensitivity to other hormones and use of energy sources. Hence, it is of prime import...
Decision Trees Automation Imaging, Three-Dimensional Image Processing, Computer-Assisted Reproducibility of Results Thyroid Gland Diagnosis, Computer-Assisted Machine Learning Thyroid Neoplasms Software Ultrasonography Algorithms Humans Neural Networks, Computer
View on PubMed DOI

Molecular imaging with neural training of identification algorithm (neural network localization identification).

Microscopy research and technique Sep 22, 2018
Superresolution localization microscopy strongly relies on robust identification algorithms for accurate reconstruction of the biological systems it is used to measure. The fields of machine learning and computer vision have provided promising soluti...
Neural Networks, Computer Image Processing, Computer-Assisted Machine Learning Microscopy, Fluorescence Algorithms Molecular Imaging
View on PubMed DOI

DGCNN: A convolutional neural network over large-scale labeled graphs.

Neural networks : the official journal of the International Neural Network Society Sep 21, 2018
Exploiting graph-structured data has many real applications in domains including natural language semantics, programming language processing, and malware analysis. A variety of methods has been developed to deal with such data. However, learning grap...
Natural Language Processing Semantics Computer Graphics Neural Networks, Computer Algorithms
View on PubMed DOI

Multiple Mittag-Leffler stability of fractional-order competitive neural networks with Gaussian activation functions.

Neural networks : the official journal of the International Neural Network Society Sep 21, 2018
In this paper, we explore the coexistence and dynamical behaviors of multiple equilibrium points for fractional-order competitive neural networks with Gaussian activation functions. By virtue of the geometrical properties of activation functions, the...
Neural Networks, Computer Algorithms Normal Distribution Computer Simulation Neurons
View on PubMed DOI

In Silico Prediction of Blood-Brain Barrier Permeability of Compounds by Machine Learning and Resampling Methods.

ChemMedChem Sep 21, 2018
The blood-brain barrier (BBB) as a part of absorption protects the central nervous system by separating the brain tissue from the bloodstream. In recent years, BBB permeability has become a critical issue in chemical ADMET prediction, but almost all ...
Algorithms Computer Simulation Models, Chemical Permeability Databases, Chemical Blood-Brain Barrier Organic Chemicals Support Vector Machine
View on PubMed DOI

Improving Prediction of Risk of Hospital Admission in Chronic Obstructive Pulmonary Disease: Application of Machine Learning to Telemonitoring Data.

Journal of medical Internet research Sep 21, 2018
BACKGROUND: Telemonitoring of symptoms and physiological signs has been suggested as a means of early detection of chronic obstructive pulmonary disease (COPD) exacerbations, with a view to instituting timely treatment. However, algorithms to identif...
Male Quality of Life Humans Machine Learning Algorithms Female Hospitalization Pulmonary Disease, Chronic Obstructive
View on PubMed DOI

A machine learning-based model for 1-year mortality prediction in patients admitted to an Intensive Care Unit with a diagnosis of sepsis.

Medicina intensiva Sep 20, 2018
INTRODUCTION: Sepsis is associated to a high mortality rate, and its severity must be evaluated quickly. The severity of illness scores used are intended to be applicable to all patient populations, and generally evaluate in-hospital mortality. Howev...
Middle Aged Severity of Illness Index Sepsis Aged Male Area Under Curve Registries Time Factors ROC Curve Models, Statistical Forecasting Retrospective Studies Critical Illness Intensive Care Units Female Humans Machine Learning Algorithms
View on PubMed DOI

A Projection Neural Network for Identifying Copy Number Variants.

IEEE journal of biomedical and health informatics Sep 20, 2018
The identification of copy number variations (CNVs) helps the diagnosis of many diseases. One major hurdle in the path of CNVs discovery is that the boundaries of normal and aberrant regions cannot be distinguished from the raw data, since various ty...
Humans Neural Networks, Computer Comparative Genomic Hybridization Algorithms Databases, Genetic Female DNA Copy Number Variations Breast Neoplasms Computational Biology
View on PubMed DOI

Modeling growth limits of Bacillus spp. spores by using deep-learning algorithm.

Food microbiology Sep 20, 2018
Growth/no growth boundary models for Bacillus spores that accounted for the effects of environmental pH, water activity (a), acetic acid, lactic acid, bacterial strain, and storage period were developed using conventional logistic regression and mach...
Algorithms Acetic Acid Protein Hydrolysates Lactic Acid Caseins Deep Learning Spores, Bacterial Water Bacillus Logistic Models
View on PubMed DOI

Cost-sensitive multi-label learning with positive and negative label pairwise correlations.

Neural networks : the official journal of the International Neural Network Society Sep 20, 2018
Multi-label learning is the problem where each instance is associated with multiple labels simultaneously. Binary Relevance (BR) is a representative algorithm for multi-label learning. However, it may suffer the class-imbalance issue especially when ...
Machine Learning Algorithms
View on PubMed DOI
Popular Topics
Recent Journals