AIMC Topic: Datasets as Topic

Clear Filters Showing 671 to 680 of 1105 articles

Surface-Electromyography-Based Gesture Recognition by Multi-View Deep Learning.

IEEE transactions on bio-medical engineering Feb 13, 2019
Gesture recognition using sparse multichannel surface electromyography (sEMG) is a challenging problem, and the solutions are far from optimal from the point of view of muscle-computer interface. In this paper, we address this problem from the contex...
User-Computer Interface Electromyography Datasets as Topic Humans Deep Learning Gestures
View on PubMed DOI

Attention gated networks: Learning to leverage salient regions in medical images.

Medical image analysis Feb 5, 2019
We propose a novel attention gate (AG) model for medical image analysis that automatically learns to focus on target structures of varying shapes and sizes. Models trained with AGs implicitly learn to suppress irrelevant regions in an input image whi...
Humans Neural Networks, Computer Pregnancy Imaging, Three-Dimensional Female Algorithms Radiography, Abdominal Image Interpretation, Computer-Assisted Ultrasonography, Prenatal Tomography, X-Ray Computed Datasets as Topic
View on PubMed DOI

Adversarial training with cycle consistency for unsupervised super-resolution in endomicroscopy.

Medical image analysis Feb 2, 2019
In recent years, endomicroscopy has become increasingly used for diagnostic purposes and interventional guidance. It can provide intraoperative aids for real-time tissue characterization and can help to perform visual investigations aimed for example...
Esophagus Video Recording Datasets as Topic Colon Microscopy, Confocal Unsupervised Machine Learning Humans Algorithms
View on PubMed DOI

Effect of incremental feature enrichment on healthcare text classification system: A machine learning paradigm.

Computer methods and programs in biomedicine Feb 1, 2019
BACKGROUND AND OBJECTIVE: Healthcare tweets are particularly challenging due to its sparse layout and its limited character size. Compared to previous method based on "bag of words" (BOW) model, this study uniquely identifies the enrichment protocol ...
Delivery of Health Care Models, Theoretical Support Vector Machine Machine Learning Algorithms Semantics Social Media Datasets as Topic Information Storage and Retrieval
View on PubMed DOI

In silico prediction of chemical reproductive toxicity using machine learning.

Journal of applied toxicology : JAT Jan 27, 2019
Reproductive toxicity is an important regulatory endpoint in health hazard assessment. Because the in vivo tests are expensive, time consuming and require a large number of animals, which must be killed, in silico approaches as the alternative strate...
Reproduction Machine Learning Computer Simulation Datasets as Topic Animals Structure-Activity Relationship
View on PubMed DOI

An ensemble long short-term memory neural network for hourly PM concentration forecasting.

Chemosphere Jan 25, 2019
To protect public health by providing an early warning, PM concentration forecasting is an essential and effective work. In this paper, an ensemble long short-term memory neural network (E-LSTM) is proposed for hourly PM concentration forecasting. Th...
Datasets as Topic Beijing Neural Networks, Computer China Environmental Monitoring Forecasting Particulate Matter
View on PubMed DOI

Molecular and epigenetic profiles of BRCA1-like hormone-receptor-positive breast tumors identified with development and application of a copy-number-based classifier.

Breast cancer research : BCR Jan 25, 2019
BACKGROUND: BRCA1-mutated cancers exhibit deficient homologous recombination (HR) DNA repair, resulting in extensive copy number alterations and genome instability. HR deficiency can also arise in tumors without a BRCA1 mutation. Compared with other ...
Promoter Regions, Genetic Receptors, Estrogen Receptors, Progesterone BRCA1 Protein Homologous Recombination Survival Analysis Datasets as Topic CpG Islands Epigenomics DNA Copy Number Variations Humans Support Vector Machine Adult Breast Female DNA Methylation Breast Neoplasms Aged Middle Aged
View on PubMed DOI

Quantitative design rules for protein-resistant surface coatings using machine learning.

Scientific reports Jan 22, 2019
Preventing biological contamination (biofouling) is key to successful development of novel surface and nanoparticle-based technologies in the manufacturing industry and biomedicine. Protein adsorption is a crucial mediator of the interactions at the ...
Machine Learning Datasets as Topic Linear Models Surface Properties Muramidase Biofouling Immobilized Proteins Equipment Design Polymers Fibrinogen Nanoparticles Models, Chemical
View on PubMed DOI

Transfer Learning with Deep Convolutional Neural Networks for Classifying Cellular Morphological Changes.

SLAS discovery : advancing life sciences R & D Jan 14, 2019
The quantification and identification of cellular phenotypes from high-content microscopy images has proven to be very useful for understanding biological activity in response to different drug treatments. The traditional approach has been to use cla...
Deep Learning MCF-7 Cells Datasets as Topic Humans Neural Networks, Computer
View on PubMed DOI

A proposal of prior probability-oriented clustering in feature encoding strategies.

PloS one Jan 10, 2019
Codebook-based feature encodings are a standard framework for image recognition issues. A codebook is usually constructed by clusterings, such as the k-means and the Gaussian Mixture Model (GMM). A codebook size is an important factor to decide the t...
Image Processing, Computer-Assisted Support Vector Machine Cluster Analysis Probability Datasets as Topic Pattern Recognition, Automated
View on PubMed DOI
Popular Topics
Recent Journals