AIMC Topic: Microscopy, Electron, Transmission

Clear Filters Showing 1 to 10 of 35 articles

Impact of dental pulp cells-derived small extracellular vesicles on the properties and behavior of dental pulp cells: an in-vitro study.

BMC oral health May 10, 2025
BACKGROUND: Dental pulp cells-derived small extracellular vesicles (DPCs-sEVs) had shown immunomodulatory, anti-inflammatory, and tissue function restorative abilities. Therefore, DPCs-sEVs should be considered as a promising regenerative tool for de...
Flow Cytometry Rats Calcium Compounds Blotting, Western Cell Proliferation Aluminum Compounds Oxides In Vitro Techniques Cell Movement Cells, Cultured Dental Pulp Extracellular Vesicles Drug Combinations Animals Microscopy, Electron, Transmission Silicates
View on PubMed DOI

Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images.

Scientific reports Nov 22, 2024
Viruses are submicroscopic agents that can infect other lifeforms and use their hosts' cells to replicate themselves. Despite having simplistic genetic structures among all living beings, viruses are highly adaptable, resilient, and capable of causin...
Image Processing, Computer-Assisted Microscopy, Electron, Transmission Viruses Neural Networks, Computer Deep Learning
View on PubMed DOI

Classification of rotation-invariant biomedical images using equivariant neural networks.

Scientific reports Jul 1, 2024
Transmission electron microscopy (TEM) is an imaging technique used to visualize and analyze nano-sized structures and objects such as virus particles. Light microscopy can be used to diagnose diseases or characterize e.g. blood cells. Since samples ...
Image Processing, Computer-Assisted Rotation Microscopy, Electron, Transmission Neural Networks, Computer Algorithms Humans
View on PubMed DOI

Deep Neural Network-Based Electron Microscopy Image Recognition for Source Distinguishing of Anthropogenic and Natural Magnetic Particles.

Environmental science & technology Oct 6, 2023
Deep learning models excel at image recognition of macroscopic objects, but their applications to nanoscale particles are limited. Here, we explored their potential for source-distinguishing environmental particles. Transmission electron microscopy (...
Neural Networks, Computer Image Processing, Computer-Assisted Microscopy, Electron, Transmission Magnetic Phenomena
View on PubMed DOI

Measuring cryo-TEM sample thickness using reflected light microscopy and machine learning.

Journal of structural biology Apr 24, 2023
In cryo-transmission electron microscopy (cryo-TEM), sample thickness is one of the most important parameters that governs image quality. When combining cryo-TEM with other imaging methods, such as light microscopy, measuring and controlling the samp...
Machine Learning Software Animals Microscopy, Electron, Transmission Proteins Cryoelectron Microscopy Mammals
View on PubMed DOI

Automated Image Analysis for Single-Atom Detection in Catalytic Materials by Transmission Electron Microscopy.

Journal of the American Chemical Society Mar 25, 2022
Single-atom catalytic sites may have existed in all supported transition metal catalysts since their first application. Yet, interest in the design of single-atom heterogeneous catalysts (SACs) only really grew when advances in transmission electron ...
Reproducibility of Results Carbon Humans Artificial Intelligence Platinum Microscopy, Electron, Transmission
View on PubMed DOI

High-throughput segmentation of unmyelinated axons by deep learning.

Scientific reports Jan 24, 2022
Axonal characterizations of connectomes in healthy and disease phenotypes are surprisingly incomplete and biased because unmyelinated axons, the most prevalent type of fibers in the nervous system, have largely been ignored as their quantitative asse...
Deep Learning Image Processing, Computer-Assisted Microscopy, Electron, Transmission Nerve Fibers, Unmyelinated Rats Animals
View on PubMed DOI

TEM virus images: Benchmark dataset and deep learning classification.

Computer methods and programs in biomedicine Jul 29, 2021
BACKGROUND AND OBJECTIVE: To achieve the full potential of deep learning (DL) models, such as understanding the interplay between model (size), training strategy, and amount of training data, researchers and developers need access to new dedicated im...
Microscopy, Electron, Transmission Deep Learning Benchmarking Neural Networks, Computer
View on PubMed DOI

Deep learning-based predictive identification of neural stem cell differentiation.

Nature communications May 10, 2021
The differentiation of neural stem cells (NSCs) into neurons is proposed to be critical in devising potential cell-based therapeutic strategies for central nervous system (CNS) diseases, however, the determination and prediction of differentiation is...
Rats Astrocytes Neurons Microscopy, Electron, Transmission Neural Networks, Computer Cells, Cultured Hormones Deep Learning Nerve Growth Factors Oligodendroglia Nanoparticles Fluorescent Antibody Technique Computer Simulation Neural Stem Cells Neurogenesis Animals
View on PubMed DOI

Learning-based defect recognition for quasi-periodic HRSTEM images.

Micron (Oxford, England : 1993) May 3, 2021
Controlling crystalline material defects is crucial, as they affect properties of the material that may be detrimental or beneficial for the final performance of a device. Defect analysis on the sub-nanometer scale is enabled by high-resolution scann...
Humans Microscopy, Electron, Transmission Neural Networks, Computer
View on PubMed DOI
Popular Topics
Recent Journals