AIMC Topic: Support Vector Machine

Clear Filters Showing 3091 to 3100 of 4975 articles

An intelligent system for image-based rating of corrosion severity at stem taper of retrieved hip replacement implants.

Medical engineering & physics Aug 23, 2018
Visual scoring of damage at taper junctions is the sole method to quantify corrosion in large-scale retrieval studies of failed hip replacement implants. This study introduces an intelligent image analysis-based method that objectively rates corrosio...
Support Vector Machine Arthroplasty, Replacement, Hip Image Processing, Computer-Assisted Corrosion
View on PubMed DOI

Predictive pollen-based biome modeling using machine learning.

PloS one Aug 23, 2018
This paper investigates suitability of supervised machine learning classification methods for classification of biomes using pollen datasets. We assign modern pollen samples from Africa and Arabia to five biome classes using a previously published Af...
Statistics, Nonparametric Pollen Models, Statistical Neural Networks, Computer Africa Decision Trees Fossils Discriminant Analysis Algorithms Bayes Theorem Logistic Models Supervised Machine Learning Ecosystem Support Vector Machine Climate Change
View on PubMed DOI

Automatic polyp frame screening using patch based combined feature and dictionary learning.

Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society Aug 22, 2018
Polyps in the colon can potentially become malignant cancer tissues where early detection and removal lead to high survival rate. Certain types of polyps can be difficult to detect even for highly trained physicians. Inspired by aforementioned proble...
Brain Male Support Vector Machine Magnetic Resonance Imaging Early Detection of Cancer Prostate Humans Machine Learning Algorithms Image Interpretation, Computer-Assisted Urinary Bladder
View on PubMed DOI

Drug-drug interaction extraction from biomedical texts using long short-term memory network.

Journal of biomedical informatics Aug 21, 2018
The simultaneous administration of multiple drugs increases the probability of interaction among them, as one drug may affect the activities of others. This interaction among drugs may have a positive or negative impact on the therapeutic outcomes. T...
Linear Models Polypharmacy Linguistics Knowledge Bases Medical Informatics Semantics Neural Networks, Computer Software Algorithms Support Vector Machine Language Drug Interactions Reproducibility of Results
View on PubMed DOI

Automatic Classification of Gait Impairments Using a Markerless 2D Video-Based System.

Sensors (Basel, Switzerland) Aug 21, 2018
Systemic disorders affecting an individual can cause gait impairments. Successful acquisition and evaluation of features representing such impairments make it possible to estimate the severity of those disorders, which is important information for mo...
Biomechanical Phenomena Male Support Vector Machine Humans Female Sensitivity and Specificity Automation Foot Fiducial Markers Monitoring, Physiologic Gait Video Recording
View on PubMed DOI

Melanoma Recognition in Dermoscopy Images via Aggregated Deep Convolutional Features.

IEEE transactions on bio-medical engineering Aug 20, 2018
In this paper, we present a novel framework for dermoscopy image recognition via both a deep learning method and a local descriptor encoding strategy. Specifically, deep representations of a rescaled dermoscopy image are first extracted via a very de...
Deep Learning Humans Support Vector Machine Melanoma Image Interpretation, Computer-Assisted Algorithms Skin Neoplasms Databases, Factual Dermoscopy
View on PubMed DOI

BlaPred: Predicting and classifying β-lactamase using a 3-tier prediction system via Chou's general PseAAC.

Journal of theoretical biology Aug 20, 2018
Antibiotics of β-lactam class account for nearly half of the global antibiotic use. The β-lactamase enzyme is a major element of the bacterial arsenals to escape the lethal effect of β-lactam antibiotics. Different variants of β-lactamases have evolv...
Support Vector Machine Databases, Protein Bacterial Proteins beta-Lactamases beta-Lactam Resistance Sequence Analysis, Protein
View on PubMed DOI

EEG-Based Emotion Recognition Using Quadratic Time-Frequency Distribution.

Sensors (Basel, Switzerland) Aug 20, 2018
Accurate recognition and understating of human emotions is an essential skill that can improve the collaboration between humans and machines. In this vein, electroencephalogram (EEG)-based emotion recognition is considered an active research field wi...
Electroencephalography Male Support Vector Machine Emotions Humans Brain Female
View on PubMed DOI

iRNA-2OM: A Sequence-Based Predictor for Identifying 2'-O-Methylation Sites in Homo sapiens.

Journal of computational biology : a journal of computational molecular cell biology Aug 16, 2018
2'-O-methylation plays an important biological role in gene expression. Owing to the explosive increase in genomic sequencing data, it is necessary to develop a method for quickly and efficiently identifying whether a sequence contains the 2'-O-methy...
Humans Software RNA Genome, Human Algorithms Methylation RNA Interference Computational Biology Support Vector Machine
View on PubMed DOI

Transfer learning for classification of cardiovascular tissues in histological images.

Computer methods and programs in biomedicine Aug 16, 2018
BACKGROUND AND OBJECTIVE: Automatic classification of healthy tissues and organs based on histology images is an open problem, mainly due to the lack of automated tools. Solutions in this regard have potential in educational medicine and medical prac...
Models, Cardiovascular Histological Techniques Humans Models, Anatomic Neural Networks, Computer Algorithms Support Vector Machine Machine Learning Deep Learning Reference Values Image Processing, Computer-Assisted Cardiovascular System
View on PubMed DOI
Popular Topics
Recent Journals