AIMC Topic:
Computer Simulation

Clear Filters Showing 2071 to 2080 of 3855 articles

A Hierarchical Recurrent Neural Network for Symbolic Melody Generation.

IEEE transactions on cybernetics Dec 2, 2019
In recent years, neural networks have been used to generate symbolic melodies. However, the long-term structure in the melody has posed great difficulty to design a good model. In this article, we present a hierarchical recurrent neural network (HRNN...
Adolescent Music Choice Behavior Humans Neural Networks, Computer Young Adult Adult Databases, Factual Computer Simulation
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 ...
Humans Computer Simulation Gene Expression Profiling Transcriptome Unsupervised Machine Learning Leukocytes Pattern Recognition, Automated Databases, Nucleic Acid Computational Biology Sequence Analysis, RNA Cell Line
View on PubMed DOI

A feasibility study of deep learning for predicting hemodynamics of human thoracic aorta.

Journal of biomechanics Nov 26, 2019
Numerical analysis methods including finite element analysis (FEA), computational fluid dynamics (CFD), and fluid-structure interaction (FSI) analysis have been used to study the biomechanics of human tissues and organs, as well as tissue-medical dev...
Finite Element Analysis Models, Cardiovascular Hemodynamics Feasibility Studies Deep Learning Humans Aorta, Thoracic Computer Simulation Blood Flow Velocity
View on PubMed DOI

Robot-assisted flexible needle insertion using universal distributional deep reinforcement learning.

International journal of computer assisted radiology and surgery Nov 25, 2019
PURPOSE: Flexible needle insertion is an important minimally invasive surgery approach for biopsy and radio-frequency ablation. This approach can minimize intraoperative trauma and improve postoperative recovery. We propose a new path planning framew...
Algorithms Computer Simulation Deep Learning Phantoms, Imaging Minimally Invasive Surgical Procedures Robotic Surgical Procedures Humans
View on PubMed DOI

Adaptive Fusion-Based Autonomous Laparoscope Control for Semi-Autonomous Surgery.

Journal of medical systems Nov 23, 2019
The purpose of this paper is to develop an autonomous tracking algorithm based on adaptive fusion kinematics method, the autonomous laparoscope control algorithm and adaptive fusion kinematics method are proposed for semi-autonomous surgery, focus on...
Models, Theoretical Robotics Equipment Design Laparoscopes Artificial Intelligence Algorithms Computer Simulation Humans
View on PubMed DOI

Ranking of non-coding pathogenic variants and putative essential regions of the human genome.

Nature communications Nov 20, 2019
A gene is considered essential if loss of function results in loss of viability, fitness or in disease. This concept is well established for coding genes; however, non-coding regions are thought less likely to be determinants of critical functions. H...
Gene Expression Mutation Supervised Machine Learning Genetic Variation Humans Computer Simulation DNA Chromatin INDEL Mutation Genome, Human Enhancer Elements, Genetic Genes, Reporter Nucleic Acid Conformation Introns
View on PubMed DOI

Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model.

Artificial intelligence in medicine Nov 19, 2019
Due to growth in population, Individual persons with disabilities are increasing daily. To overcome the disability especially in Locked in State (LIS) due to Spinal Cord Injury (SCI), we planned to design four states moving robot from four imagery ta...
Locked-In Syndrome Adult Humans Brain-Computer Interfaces Male Female Neural Networks, Computer Aged Middle Aged Wavelet Analysis Reproducibility of Results Algorithms Electroencephalography Electrodes Aged, 80 and over Sex Characteristics Spinal Cord Injuries Computer Simulation Communication Devices for People with Disabilities Healthy Volunteers Young Adult
View on PubMed DOI

Disease phenotype synonymous prediction through network representation learning from PubMed database.

Artificial intelligence in medicine Nov 19, 2019
Synonym mapping between phenotype concepts from different terminologies is difficult because terminology databases have been developed largely independently. Existing maps of synonymous phenotype concepts from different terminology databases are high...
PubMed Automation Disease Algorithms Humans Computer Simulation Phenotype Reproducibility of Results Neural Networks, Computer Machine Learning
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...
Female Breast Neoplasms Diabetes Mellitus Classification Handwriting Algorithms Supervised Machine Learning Databases, Factual Pattern Recognition, Automated Computer Simulation Humans Neural Networks, Computer
View on PubMed DOI

3D nanostructural characterisation of grain boundaries in atom probe data utilising machine learning methods.

PloS one Nov 18, 2019
Boosting is a family of supervised learning algorithm that convert a set of weak learners into a single strong one. It is popular in the field of object tracking, where its main purpose is to extract the position, motion, and trajectory from various ...
Crystallization Imaging, Three-Dimensional Machine Learning Principal Component Analysis Algorithms Nanostructures Computer Simulation
View on PubMed DOI
Popular Topics
Recent Journals