ScanEV – A neural network-based tool for the automated detection of extracellular vesicles in TEM images
Publication type: Journal Article
Publication date: 2021-06-01
scimago Q2
wos Q1
SJR: 0.581
CiteScore: 5.3
Impact factor: 2.2
ISSN: 09684328, 18784291
PubMed ID:
33676158
Cell Biology
Structural Biology
General Physics and Astronomy
General Materials Science
Abstract
Transmission electron microscopy (TEM) is the most widely accepted method for visualization of extracellular vesicles (EVs), and particularly, exosomes. TEM images provide us with information about the size and morphology of the EVs. We have developed an online tool ScanEV (Scanner for the Extracellular Vesicles, available at https://bioeng.ru/scanev), for the rapid and automated processing of such images. ScanEV is based on a convolutional neural network; it detects the «cup-shaped» particles in the images and calculates their morphometric parameters. This tool will be useful for researchers who study EVs and use TEM for their characterization.
Found
Nothing found, try to update filter.
Found
Nothing found, try to update filter.
Top-30
Journals
|
1
2
|
|
|
Microscopy Research and Technique
2 publications, 9.09%
|
|
|
Pharmaceutics
2 publications, 9.09%
|
|
|
Nanomaterials
1 publication, 4.55%
|
|
|
Small
1 publication, 4.55%
|
|
|
Cancers
1 publication, 4.55%
|
|
|
Computational and Structural Biotechnology Journal
1 publication, 4.55%
|
|
|
Frontiers in Microbiology
1 publication, 4.55%
|
|
|
Biomedicines
1 publication, 4.55%
|
|
|
Biophysics (Russian Federation)
1 publication, 4.55%
|
|
|
Proteomics
1 publication, 4.55%
|
|
|
Photonics
1 publication, 4.55%
|
|
|
Neural Computing and Applications
1 publication, 4.55%
|
|
|
Биофизика
1 publication, 4.55%
|
|
|
Reaction Chemistry and Engineering
1 publication, 4.55%
|
|
|
Frontiers in Bioscience-Landmark
1 publication, 4.55%
|
|
|
Heliyon
1 publication, 4.55%
|
|
|
Vaccines
1 publication, 4.55%
|
|
|
Probiotics and Antimicrobial Proteins
1 publication, 4.55%
|
|
|
Journal of Chemical Information and Modeling
1 publication, 4.55%
|
|
|
Frontiers in Veterinary Science
1 publication, 4.55%
|
|
|
1
2
|
Publishers
|
1
2
3
4
5
6
7
|
|
|
MDPI
7 publications, 31.82%
|
|
|
Wiley
4 publications, 18.18%
|
|
|
Elsevier
2 publications, 9.09%
|
|
|
Frontiers Media S.A.
2 publications, 9.09%
|
|
|
Springer Nature
2 publications, 9.09%
|
|
|
Pleiades Publishing
1 publication, 4.55%
|
|
|
The Russian Academy of Sciences
1 publication, 4.55%
|
|
|
Royal Society of Chemistry (RSC)
1 publication, 4.55%
|
|
|
IMR Press
1 publication, 4.55%
|
|
|
American Chemical Society (ACS)
1 publication, 4.55%
|
|
|
1
2
3
4
5
6
7
|
- We do not take into account publications without a DOI.
- Statistics recalculated weekly.
Are you a researcher?
Create a profile to get free access to personal recommendations for colleagues and new articles.
Metrics
22
Total citations:
22
Citations from 2024:
11
(50%)
Cite this
GOST |
RIS |
BibTex
Cite this
GOST
Copy
Nikishin I. et al. ScanEV – A neural network-based tool for the automated detection of extracellular vesicles in TEM images // Micron. 2021. Vol. 145. p. 103044.
GOST all authors (up to 50)
Copy
Nikishin I., Dulimov R., Skryabin G. O., Galetsky S., TCHEVKINA E., Bagrov D. V. ScanEV – A neural network-based tool for the automated detection of extracellular vesicles in TEM images // Micron. 2021. Vol. 145. p. 103044.
Cite this
RIS
Copy
TY - JOUR
DO - 10.1016/j.micron.2021.103044
UR - https://doi.org/10.1016/j.micron.2021.103044
TI - ScanEV – A neural network-based tool for the automated detection of extracellular vesicles in TEM images
T2 - Micron
AU - Nikishin, Igor
AU - Dulimov, Ruslan
AU - Skryabin, Gleb O
AU - Galetsky, Sergey
AU - TCHEVKINA, EM
AU - Bagrov, Dmitry V.
PY - 2021
DA - 2021/06/01
PB - Elsevier
SP - 103044
VL - 145
PMID - 33676158
SN - 0968-4328
SN - 1878-4291
ER -
Cite this
BibTex (up to 50 authors)
Copy
@article{2021_Nikishin,
author = {Igor Nikishin and Ruslan Dulimov and Gleb O Skryabin and Sergey Galetsky and EM TCHEVKINA and Dmitry V. Bagrov},
title = {ScanEV – A neural network-based tool for the automated detection of extracellular vesicles in TEM images},
journal = {Micron},
year = {2021},
volume = {145},
publisher = {Elsevier},
month = {jun},
url = {https://doi.org/10.1016/j.micron.2021.103044},
pages = {103044},
doi = {10.1016/j.micron.2021.103044}
}