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CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent
CAS (Cell Annotation Software) is a novel tool for analysis of microscopic images and selection of the cell soma or nucleus, depending on the research objectives in medicine, biology, bioinformatics, etc. It replaces time-consuming and tiresome manual analysis of single images not only with automati...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5671565/ https://www.ncbi.nlm.nih.gov/pubmed/28849545 http://dx.doi.org/10.1007/s12021-017-9340-2 |
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author | Nurzynska, Karolina Mikhalkin, Aleksandr Piorkowski, Adam |
author_facet | Nurzynska, Karolina Mikhalkin, Aleksandr Piorkowski, Adam |
author_sort | Nurzynska, Karolina |
collection | PubMed |
description | CAS (Cell Annotation Software) is a novel tool for analysis of microscopic images and selection of the cell soma or nucleus, depending on the research objectives in medicine, biology, bioinformatics, etc. It replaces time-consuming and tiresome manual analysis of single images not only with automatic methods for object segmentation based on the Statistical Dominance Algorithm, but also semi-automatic tools for object selection within a marked region of interest. For each image, a broad set of object parameters is computed, including shape features and optical and topographic characteristics, thus giving additional insight into data. Our solution for cell detection and analysis has been verified by microscopic data and its application in the annotation of the lateral geniculate nucleus has been examined in a case study. |
format | Online Article Text |
id | pubmed-5671565 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-56715652017-11-17 CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent Nurzynska, Karolina Mikhalkin, Aleksandr Piorkowski, Adam Neuroinformatics Software Original Article CAS (Cell Annotation Software) is a novel tool for analysis of microscopic images and selection of the cell soma or nucleus, depending on the research objectives in medicine, biology, bioinformatics, etc. It replaces time-consuming and tiresome manual analysis of single images not only with automatic methods for object segmentation based on the Statistical Dominance Algorithm, but also semi-automatic tools for object selection within a marked region of interest. For each image, a broad set of object parameters is computed, including shape features and optical and topographic characteristics, thus giving additional insight into data. Our solution for cell detection and analysis has been verified by microscopic data and its application in the annotation of the lateral geniculate nucleus has been examined in a case study. Springer US 2017-08-29 2017 /pmc/articles/PMC5671565/ /pubmed/28849545 http://dx.doi.org/10.1007/s12021-017-9340-2 Text en © The Author(s) 2017 |
spellingShingle | Software Original Article Nurzynska, Karolina Mikhalkin, Aleksandr Piorkowski, Adam CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent |
title | CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent |
title_full | CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent |
title_fullStr | CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent |
title_full_unstemmed | CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent |
title_short | CAS: Cell Annotation Software – Research on Neuronal Tissue Has Never Been so Transparent |
title_sort | cas: cell annotation software – research on neuronal tissue has never been so transparent |
topic | Software Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5671565/ https://www.ncbi.nlm.nih.gov/pubmed/28849545 http://dx.doi.org/10.1007/s12021-017-9340-2 |
work_keys_str_mv | AT nurzynskakarolina cascellannotationsoftwareresearchonneuronaltissuehasneverbeensotransparent AT mikhalkinaleksandr cascellannotationsoftwareresearchonneuronaltissuehasneverbeensotransparent AT piorkowskiadam cascellannotationsoftwareresearchonneuronaltissuehasneverbeensotransparent |