AIMC Topic: Linear Models

Clear Filters Showing 251 to 260 of 579 articles

Prediction of stenosis behaviour in artery by neural network and multiple linear regressions.

Biomechanics and modeling in mechanobiology Feb 3, 2020
Blood flow analysis in the artery is a paramount study in the field of arterial stenosis evaluation. Studies conducted so far have reported the analysis of blood flow parameters using different techniques, but the regression analysis is not adequatel...
Algorithms Constriction, Pathologic Linear Models Arteries Humans Neural Networks, Computer
View on PubMed DOI

Dynamics of unidirectionally-coupled ring neural network with discrete and distributed delays.

Journal of mathematical biology Jan 30, 2020
In this paper, we consider a ring neural network with one-way distributed-delay coupling between the neurons and a discrete delayed self-feedback. In the general case of the distribution kernels, we are able to find a subset of the amplitude death re...
Humans Neural Networks, Computer Computer Simulation Animals Linear Models Models, Neurological Nerve Net Neurons Mathematical Concepts Feedback, Physiological Nonlinear Dynamics Electrophysiological Phenomena
View on PubMed DOI

Application of artificial neural network and multiple linear regression in modeling nutrient recovery in vermicompost under different conditions.

Bioresource technology Jan 29, 2020
Vermicomposting is one of the best technologies for nutrient recovery from solid waste. This study aims to assess the efficiency of Artificial Neural Network (ANN) and Multiple Linear Regression (MLR) models in predicting nutrient recovery from solid...
Neural Networks, Computer Nutrients Phosphorus Linear Models Multivariate Analysis
View on PubMed DOI

A reliable time-series method for predicting arthritic disease outcomes: New step from regression toward a nonlinear artificial intelligence method.

Computer methods and programs in biomedicine Jan 9, 2020
BACKGROUND AND OBJECTIVE: The interrupted time-series (ITS) concept is performed using linear regression to evaluate the impact of policy changes in public health at a specific time. Objectives of this study were to verify, with an artificial intelli...
Arthroplasty, Replacement, Hip Hip Knee Outcome Assessment, Health Care Arthroplasty, Replacement, Knee Humans Linear Models Incidence Arthritis, Rheumatoid Interrupted Time Series Analysis Artificial Intelligence Research Design
View on PubMed DOI

A Classification Algorithm by Combination of Feature Decomposition and Kernel Discriminant Analysis (KDA) for Automatic MR Brain Image Classification and AD Diagnosis.

Computational and mathematical methods in medicine Dec 30, 2019
Magnetic resonance (MR) imaging is a widely used imaging modality for detection of brain anatomical variations caused by brain diseases such as Alzheimer's disease (AD) and mild cognitive impairment (MCI). AD considered as an irreversible neurodegene...
Magnetic Resonance Imaging Pattern Recognition, Automated Diagnosis, Computer-Assisted Female Discriminant Analysis Positron-Emission Tomography Reproducibility of Results Neuroimaging Cognitive Dysfunction Alzheimer Disease Image Interpretation, Computer-Assisted Databases, Factual Aged Male Humans Linear Models Biomarkers Middle Aged Machine Learning Brain Disease Progression Algorithms Image Processing, Computer-Assisted
View on PubMed DOI

Predicting the serum digoxin concentrations of infants in the neonatal intensive care unit through an artificial neural network.

BMC pediatrics Dec 27, 2019
BACKGROUND: Given its narrow therapeutic range, digoxin's pharmacokinetic parameters in infants are difficult to predict due to variation in birth weight and gestational age, especially for critically ill newborns. There is limited evidence to suppor...
Infant, Newborn Male Forecasting Digoxin Retrospective Studies Ductus Arteriosus, Patent Linear Models Humans Female Intensive Care Units, Neonatal Neural Networks, Computer
View on PubMed DOI

Machine learning for the detection of early immunological markers as predictors of multi-organ dysfunction.

Scientific data Dec 19, 2019
The immune response to major trauma has been analysed mainly within post-hospital admission settings where the inflammatory response is already underway and the early drivers of clinical outcome cannot be readily determined. Thus, there is a need to ...
Linear Models Probability Survival Analysis Datasets as Topic Severity of Illness Index Monocytes Neutrophils Multiple Organ Failure Area Under Curve Antigens, CD Humans Machine Learning Biomarkers
View on PubMed DOI

Estimate ecotoxicity characterization factors for chemicals in life cycle assessment using machine learning models.

Environment international Dec 18, 2019
In life cycle assessment, characterization factors are used to convert the amount of the chemicals and other pollutants generated in a product's life cycle to the standard unit of an impact category, such as ecotoxicity. However, as a widely used imp...
Environmental Pollutants Linear Models Quantitative Structure-Activity Relationship Machine Learning
View on PubMed DOI

Particle Swarm Optimized Hybrid Kernel-Based Multiclass Support Vector Machine for Microarray Cancer Data Analysis.

BioMed research international Dec 14, 2019
Determining an optimal decision model is an important but difficult combinatorial task in imbalanced microarray-based cancer classification. Though the multiclass support vector machine (MCSVM) has already made an important contribution in this field...
Microarray Analysis Models, Statistical Principal Component Analysis Linear Models Algorithms Humans Neoplasms Data Analysis Support Vector Machine
View on PubMed DOI

Fuzzy jump wavelet neural network based on rule induction for dynamic nonlinear system identification with real data applications.

PloS one Dec 9, 2019
AIM: Fuzzy wavelet neural network (FWNN) has proven to be a promising strategy in the identification of nonlinear systems. The network considers both global and local properties, deals with imprecision present in sensory data, leading to desired prec...
Neural Networks, Computer Artificial Intelligence Fuzzy Logic Nonlinear Dynamics Algorithms Computer Simulation Linear Models
View on PubMed DOI
Popular Topics
Recent Journals