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Published in 2018 at "Cytometry Part A"
DOI: 10.1002/cyto.a.23686
Abstract: IN the past decades, image cytometry has made great progress due to the advances in optical imaging and image processing. The central problem of image cytometry in many studies is cell segmentation which has received…
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Keywords:
image;
cell segmentation;
image cytometry;
image processing ... See more keywords
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Published in 2022 at "Cytometry Part A"
DOI: 10.1002/cyto.a.24533
Abstract: Automated cell segmentation is key for rapid and accurate investigation of cell responses. As instrumentation resolving power increases, clear delineation of newly revealed cellular features at the submicron through nanoscale becomes important. Reliance on the…
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Keywords:
cell;
cell segmentation;
microscopy;
segmentation ... See more keywords
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Published in 2019 at "Methods in molecular biology"
DOI: 10.1007/978-1-4939-9686-5_19
Abstract: The ability to gain quantifiable, single-cell data from time-lapse microscopy images is dependent upon cell segmentation and tracking. Here, we present a detailed protocol for obtaining quality time-lapse movies and introduce a method to identify…
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Keywords:
machine learning;
based machine;
segmentation;
cell segmentation ... See more keywords
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Published in 2023 at "Molecular microbiology"
DOI: 10.1111/mmi.15064
Abstract: Bacteria often grow into matrix-encased three-dimensional (3D) biofilm communities, which can be imaged at cellular resolution using confocal microscopy. From these 3D images, measurements of single-cell properties with high spatiotemporal resolution are required to investigate…
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Keywords:
cell;
cell segmentation;
segmentation;
single cell ... See more keywords
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Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0261763
Abstract: Cell segmentation is crucial to the field of cell biology, as the accurate extraction of single-cell morphology, migration, and ultimately behavior from time-lapse live cell imagery are of paramount importance to elucidate and understand basic…
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Keywords:
cell;
cell segmentation;
segmentation;
single cell ... See more keywords
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Published in 2022 at "PLOS ONE"
DOI: 10.1371/journal.pone.0277601
Abstract: In biotechnology, cell growth is one of the most important properties for the characterization and optimization of microbial cultures. Novel live-cell imaging methods are leading to an ever better understanding of cell cultures and their…
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Keywords:
cell;
cell segmentation;
data management;
omero data ... See more keywords
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Published in 2021 at "Frontiers in Genetics"
DOI: 10.3389/fgene.2021.721229
Abstract: Highly multiplexed imaging technology is a powerful tool to facilitate understanding the composition and interactions of cells in tumor microenvironments at subcellular resolution, which is crucial for both basic research and clinical applications. Imaging mass…
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Keywords:
dice xmbd;
imaging mass;
segmentation;
cell segmentation ... See more keywords
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Published in 2022 at "Frontiers in Physiology"
DOI: 10.3389/fphys.2022.833333
Abstract: Advanced image analysis with machine and deep learning has improved cell segmentation and classification for novel insights into biological mechanisms. These approaches have been used for the analysis of cells in situ, within tissue, and…
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Keywords:
cell segmentation;
machine;
machine learning;
segmentation ... See more keywords
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Published in 2022 at "Bioengineering"
DOI: 10.3390/bioengineering9020081
Abstract: Cell segmentation is a critical step for image-based experimental analysis. Existing cell segmentation methods are neither entirely automated nor perform well under basic laboratory microscopy. This study proposes an efficient and automated cell segmentation method…
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Keywords:
phase contrast;
cell segmentation;
microscopy;
segmentation ... See more keywords