AIMC Topic: Support Vector Machine

Clear Filters Showing 2031 to 2040 of 4975 articles

MOCCA: a flexible suite for modelling DNA sequence motif occurrence combinatorics.

BMC bioinformatics May 7, 2021
BACKGROUND: Cis-regulatory elements (CREs) are DNA sequence segments that regulate gene expression. Among CREs are promoters, enhancers, Boundary Elements (BEs) and Polycomb Response Elements (PREs), all of which are enriched in specific sequence mot...
Support Vector Machine Base Sequence Nucleotide Motifs Position-Specific Scoring Matrices Algorithms
View on PubMed DOI

The Comprehensive Machine Learning Analytics for Heart Failure.

International journal of environmental research and public health May 6, 2021
: Early detection of heart failure is the basis for better medical treatment and prognosis. Over the last decades, both prevalence and incidence rates of heart failure have increased worldwide, resulting in a significant global public health issue. H...
Heart Failure Logistic Models Humans Support Vector Machine Machine Learning Area Under Curve
View on PubMed DOI

Integrated support vector machine and pharmacophore based virtual screening driven identification of thiophene carboxamide scaffold containing compound as potential PARP1 inhibitor.

Journal of biomolecular structure & dynamics May 5, 2021
Poly (ADP-ribose) polymerase-1 (PARP1) inhibition strategy for cancer treatment is gaining advantage particularly in patients having a mutation in BRCA1/BRCA2 gene. To date, four drugs have obtained FDA approval and some inhibitors are in clinical tr...
Humans Molecular Docking Simulation Poly (ADP-Ribose) Polymerase-1 Ligands Support Vector Machine Thiophenes Molecular Dynamics Simulation Quantitative Structure-Activity Relationship
View on PubMed DOI

Convolutional neural network analysis of recurrence plots for high resolution melting classification.

Computer methods and programs in biomedicine May 5, 2021
BACKGROUND AND OBJECTIVE: High resolution melting (HRM) analysis is a rapid and correct method for identification of species, such as, microorganism, bacteria, yeast, virus, etc. HRM data are produced using real-time polymerase chain reaction (PCR) a...
Support Vector Machine Yeasts Neural Networks, Computer
View on PubMed DOI

Machine learning-based mortality prediction model for heat-related illness.

Scientific reports May 4, 2021
In this study, we aimed to develop and validate a machine learning-based mortality prediction model for hospitalized heat-related illness patients. After 2393 hospitalized patients were extracted from a multicentered heat-related illness registry in ...
APACHE Hot Temperature ROC Curve Logistic Models Support Vector Machine Area Under Curve Registries Japan Middle Aged Length of Stay Hospital Mortality Aged Male Humans Machine Learning Prognosis Intensive Care Units Female
View on PubMed DOI

Machine learning based models for prediction of subtype diagnosis of primary aldosteronism using blood test.

Scientific reports May 4, 2021
Primary aldosteronism (PA) is associated with an increased risk of cardiometabolic diseases, especially in unilateral subtype. Despite its high prevalence, the case detection rate of PA is limited, partly because of no clinical models available in ge...
Humans Machine Learning Biomarkers Adult Male Middle Aged Prognosis Female Aged Supervised Machine Learning Disease Management Blood Chemical Analysis Support Vector Machine ROC Curve Hyperaldosteronism Logistic Models Workflow
View on PubMed DOI

The Function of Color and Structure Based on EEG Features in Landscape Recognition.

International journal of environmental research and public health May 3, 2021
Both color and structure make important contributions to human visual perception, as well as the evaluation of landscape quality and landscape aesthetics. The EEG equipment liveamp32 was used to record the EEG signals of humans when viewing landscape...
Humans Recognition, Psychology Algorithms Gamma Rhythm Support Vector Machine Electroencephalography
View on PubMed DOI

Identification of Cotton Leaf Lesions Using Deep Learning Techniques.

Sensors (Basel, Switzerland) May 3, 2021
The use of deep learning models to identify lesions on cotton leaves on the basis of images of the crop in the field is proposed in this article. Cultivated in most of the world, cotton is one of the economically most important agricultural crops. It...
Neural Networks, Computer Algorithms Deep Learning Support Vector Machine Plant Leaves
View on PubMed DOI

Machine learning applied to near-infrared spectra for clinical pleural effusion classification.

Scientific reports May 3, 2021
Lung cancer patients with malignant pleural effusions (MPE) have a particular poor prognosis. It is crucial to distinguish MPE from benign pleural effusion (BPE). The present study aims to develop a rapid, convenient and economical diagnostic method ...
Spectroscopy, Near-Infrared Lung Neoplasms Support Vector Machine Male Middle Aged Tuberculosis, Pleural Pleural Cavity Humans Spectroscopy, Fourier Transform Infrared Adenocarcinoma of Lung Prognosis Female Principal Component Analysis Pleural Effusion, Malignant
View on PubMed DOI

An Explainable Machine Learning Approach Based on Statistical Indexes and SVM for Stress Detection in Automobile Drivers Using Electromyographic Signals.

Sensors (Basel, Switzerland) May 1, 2021
The economic and personal consequences that a car accident generates for society have been increasing in recent years. One of the causes that can generate a car accident is the stress level the driver has; consequently, the detection of stress events...
Electromyography Algorithms Support Vector Machine Machine Learning Automobiles
View on PubMed DOI
Popular Topics
Recent Journals