AIMC Topic: Cell Communication

Clear Filters Showing 41 to 47 of 47 articles

A Graph Based Neural Network Approach to Immune Profiling of Multiplexed Tissue Samples.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2022
Multiplexed immunofluorescence provides an un-precedented opportunity for studying specific cell-to-cell and cell microenvironment interactions. We employ graph neural networks to combine features obtained from tissue morphology with measurements of ...
Tumor Microenvironment Staining and Labeling Cell Communication Neural Networks, Computer
View on PubMed DOI

LR-GNN: a graph neural network based on link representation for predicting molecular associations.

Briefings in bioinformatics Jan 17, 2022
In biomedical networks, molecular associations are important to understand biological processes and functions. Many computational methods, such as link prediction methods based on graph neural networks (GNNs), have been successfully applied in discov...
Humans Protein Interaction Domains and Motifs Cell Communication Biomedical Technology Computational Biology MicroRNAs RNA, Long Noncoding Drug Interactions Research Design Deep Learning Neural Networks, Computer Algorithms
View on PubMed DOI

DeepTrio: a ternary prediction system for protein-protein interaction using mask multiple parallel convolutional neural networks.

Bioinformatics (Oxford, England) Jan 12, 2022
MOTIVATION: Protein-protein interaction (PPI), as a relative property, is determined by two binding proteins, which brings a great challenge to design an expert model with an unbiased learning architecture and a superior generalization performance. A...
Neural Networks, Computer Cell Communication
View on PubMed DOI

Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning.

Nucleic acids research Nov 8, 2021
The accumulation of large epigenomics data consortiums provides us with the opportunity to extrapolate existing knowledge to new cell types and conditions. We propose Epitome, a deep neural network that learns similarities of chromatin accessibility ...
Binding Sites Cell Lineage Genome, Human Histones Chromatin Immunoprecipitation Eukaryotic Cells Atlases as Topic Chromatin Protein Binding Epigenesis, Genetic Transcription Factors Cell Communication Machine Learning Software Humans Neural Networks, Computer
View on PubMed DOI

Artificial intelligence and the hunt for immunological disorders.

Current opinion in allergy and clinical immunology Dec 1, 2020
PURPOSE OF REVIEW: Artificial intelligence has pervasively transformed many industries and is beginning to shape medical practice. New use cases are being identified in subspecialty domains of medicine and, in particular, application of artificial in...
Computational Biology Cell Communication Machine Learning Datasets as Topic Humans Immune System Diseases Clinical Decision-Making Artificial Intelligence Vaccines
View on PubMed DOI

Synthetic biology routes to bio-artificial intelligence.

Essays in biochemistry Nov 30, 2016
The design of synthetic gene networks (SGNs) has advanced to the extent that novel genetic circuits are now being tested for their ability to recapitulate archetypal learning behaviours first defined in the fields of machine and animal learning. Here...
Gene Regulatory Networks Models, Biological Cell Communication Synthetic Biology Learning Animals Humans Artificial Intelligence
View on PubMed DOI

Schwann Cell and Axon: An Interlaced Unit-From Action Potential to Phenotype Expression.

Advances in experimental medicine and biology Jan 1, 2016
Here we propose a model of a peripheral axon with a great deal of autonomy from its cell body-the autonomous axon-but with a substantial dependence on its ensheathing Schwann cell (SC), the axon-SC unit. We review evidence in several fields and show ...
Cell Communication Axons Biological Transport Exosomes RNA, Messenger Ribosomes Microtubules Rats Schwann Cells Nerve Regeneration Phenotype Signal Transduction Sural Nerve Humans Action Potentials Animals Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals