AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 471 to 480 of 1671 articles

A novel computer-aided diagnosis system for the early detection of hypertension based on cerebrovascular alterations.

NeuroImage. Clinical Dec 2, 2019
Hypertension is a leading cause of mortality in the USA. While simple tools such as the sphygmomanometer are widely used to diagnose hypertension, they could not predict the disease before its onset. Clinical studies suggest that alterations in the s...
Pattern Recognition, Automated Magnetic Resonance Angiography Neural Networks, Computer Diagnosis, Computer-Assisted Humans Hypertension Cerebrovascular Disorders Image Interpretation, Computer-Assisted Early Diagnosis
View on PubMed DOI

CDSeq: A novel complete deconvolution method for dissecting heterogeneous samples using gene expression data.

PLoS computational biology Dec 2, 2019
Quantifying cell-type proportions and their corresponding gene expression profiles in tissue samples would enhance understanding of the contributions of individual cell types to the physiological states of the tissue. Current approaches that address ...
Computer Simulation Gene Expression Profiling Unsupervised Machine Learning Transcriptome Humans Computational Biology Leukocytes Sequence Analysis, RNA Pattern Recognition, Automated Cell Line Databases, Nucleic Acid
View on PubMed DOI

Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging.

Neural networks : the official journal of the International Neural Network Society Nov 30, 2019
Humans perceive physical properties such as motion and elastic force by observing objects in visual scenes. Recent research has proven that computers are capable of inferring physical properties from camera images like humans. However, few studies pe...
Physical Phenomena Computed Tomography Angiography Coronary Stenosis Fractional Flow Reserve, Myocardial Coronary Angiography Pattern Recognition, Automated Blood Flow Velocity Retrospective Studies Female Aged Hemodynamics Predictive Value of Tests Male Middle Aged Humans Machine Learning
View on PubMed DOI

A Deep Learning-Based End-to-End Composite System for Hand Detection and Gesture Recognition.

Sensors (Basel, Switzerland) Nov 30, 2019
Recent research on hand detection and gesture recognition has attracted increasing interest due to its broad range of potential applications, such as human-computer interaction, sign language recognition, hand action analysis, driver hand behavior mo...
Hand Pattern Recognition, Automated Humans Neural Networks, Computer Algorithms Deep Learning Gestures
View on PubMed DOI

DESIGN AND DEVELOPMENT OF HUMAN COMPUTER INTERFACE USING ELECTROOCULOGRAM WITH DEEP LEARNING.

Artificial intelligence in medicine Nov 21, 2019
Today's life assistive devices were playing significant role in our life to communicate with others. In that modality Human Computer Interface (HCI) based Electrooculogram (EOG) playing vital part. By using this method we can able to overcome the con...
Electrooculography Sex Characteristics Artifacts Pattern Recognition, Automated Female Eye Movements Male Humans Reproducibility of Results User-Computer Interface Aging Neural Networks, Computer Electrodes Deep Learning Adult Algorithms
View on PubMed DOI

Deep Learning with Taxonomic Loss for Plant Identification.

Computational intelligence and neuroscience Nov 21, 2019
Plant identification is a fine-grained classification task which aims to identify the family, genus, and species according to plant appearance features. Inspired by the hierarchical structure of taxonomic tree, the taxonomic loss was proposed, which ...
Image Processing, Computer-Assisted Deep Learning Plants Pattern Recognition, Automated
View on PubMed DOI

Deep supervised learning with mixture of neural networks.

Artificial intelligence in medicine Nov 18, 2019
Deep Neural Network (DNN), as a deep architectures, has shown excellent performance in classification tasks. However, when the data has different distributions or contains some latent non-observed factors, it is difficult for DNN to train a single mo...
Algorithms Databases, Factual Computer Simulation Female Breast Neoplasms Diabetes Mellitus Handwriting Humans Supervised Machine Learning Neural Networks, Computer Pattern Recognition, Automated Classification
View on PubMed DOI

Robust SAR Automatic Target Recognition Based on Transferred MS-CNN with L-Regularization.

Computational intelligence and neuroscience Nov 15, 2019
Though Synthetic Aperture Radar (SAR) Automatic Target Recognition (ATR) via Convolutional Neural Networks (CNNs) has made huge progress toward deep learning, some key issues still remain unsolved due to the lack of sufficient samples and robust mode...
Image Processing, Computer-Assisted Warfare Humans Pattern Recognition, Automated Neural Networks, Computer Motor Vehicles Radar Machine Learning
View on PubMed DOI

Fuzzy cognitive maps (FCMs) for the analysis of team communication.

Applied ergonomics Nov 13, 2019
Communication in teams plays a vital role in team success. This work proposes Fuzzy Cognitive Maps (FCMs) as a formalized, team communication methodology for the analysis of content and flow, simultaneously, of naturalistic team communication in a st...
Artificial Intelligence Algorithms Fuzzy Logic Humans Interprofessional Relations Group Processes Natural Language Processing Pattern Recognition, Automated Cooperative Behavior
View on PubMed DOI

Adaptive Calibration of Electrode Array Shifts Enables Robust Myoelectric Control.

IEEE transactions on bio-medical engineering Nov 11, 2019
OBJECTIVE: The objective of this work is to develop a novel method for adaptive calibration of the electrode array shifts toward achieving robust myoelectric pattern-recognition control.
Humans Pattern Recognition, Automated Neural Networks, Computer Calibration Electromyography Electrodes
View on PubMed DOI
Popular Topics
Recent Journals