cell datasets Search Results


scrnaseq dataset  (10X Genomics)
86
10X Genomics scrnaseq dataset
Scrnaseq Dataset, supplied by 10X Genomics, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pm37384622-343-37-64?v=10X+Genomics
Average 86 stars, based on 1 article reviews
scrnaseq dataset - by Bioz Stars, 2026-07
86/100 stars
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reference cell type dataset  (Allen Institute for Brain Science)
90
Allen Institute for Brain Science reference cell type dataset
Reference Cell Type Dataset, supplied by Allen Institute for Brain Science, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc10352551-193-1-13?v=Allen+Institute+for+Brain+Science
Average 90 stars, based on 1 article reviews
reference cell type dataset - by Bioz Stars, 2026-07
90/100 stars
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in vitro single-cell characterization dataset  (Allen Institute for Brain Science)
90
Allen Institute for Brain Science in vitro single-cell characterization dataset
In Vitro Single Cell Characterization Dataset, supplied by Allen Institute for Brain Science, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc10002678-132-7-15?v=Allen+Institute+for+Brain+Science
Average 90 stars, based on 1 article reviews
in vitro single-cell characterization dataset - by Bioz Stars, 2026-07
90/100 stars
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mouse single-cell rna-sequencing dataset  (GeneSearch Inc)
90
GeneSearch Inc mouse single-cell rna-sequencing dataset
Mouse Single Cell Rna Sequencing Dataset, supplied by GeneSearch Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc09197515__jci___132___154317___s134-14-22-28?v=GeneSearch+Inc
Average 90 stars, based on 1 article reviews
mouse single-cell rna-sequencing dataset - by Bioz Stars, 2026-07
90/100 stars
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online single-cell rna-seq in adipose tissue dataset  (Broad Institute Inc)
90
Broad Institute Inc online single-cell rna-seq in adipose tissue dataset
Online Single Cell Rna Seq In Adipose Tissue Dataset, supplied by Broad Institute Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc11334222-137-8-2?v=Broad+Institute+Inc
Average 90 stars, based on 1 article reviews
online single-cell rna-seq in adipose tissue dataset - by Bioz Stars, 2026-07
90/100 stars
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end single-cell rna sequencing datasets  (5 PRIME)
90
5 PRIME end single-cell rna sequencing datasets
End Single Cell Rna Sequencing Datasets, supplied by 5 PRIME, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc09528720__jitc___2022___005323supp002-58-3-2?v=5+PRIME
Average 90 stars, based on 1 article reviews
end single-cell rna sequencing datasets - by Bioz Stars, 2026-07
90/100 stars
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human irpe cell image dataset  (National Institute of Standards and Technology)
90
National Institute of Standards and Technology human irpe cell image dataset
Overview of AEP+AWEL architecture. When we use a segmentation <t>dataset</t> of three classes, we set three translation filters. Each translation filter is added to an input <t>cell</t> <t>image,</t> and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.
Human Irpe Cell Image Dataset, supplied by National Institute of Standards and Technology, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc10864346-317-1-17?v=National+Institute+of+Standards+and+Technology
Average 90 stars, based on 1 article reviews
human irpe cell image dataset - by Bioz Stars, 2026-07
90/100 stars
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whole-genome sequencing dataset of the chm13htert human cell line  (Oxford Nanopore)
90
Oxford Nanopore whole-genome sequencing dataset of the chm13htert human cell line
Overview of AEP+AWEL architecture. When we use a segmentation <t>dataset</t> of three classes, we set three translation filters. Each translation filter is added to an input <t>cell</t> <t>image,</t> and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.
Whole Genome Sequencing Dataset Of The Chm13htert Human Cell Line, supplied by Oxford Nanopore, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc06857234-65-5-17?v=Oxford+Nanopore
Average 90 stars, based on 1 article reviews
whole-genome sequencing dataset of the chm13htert human cell line - by Bioz Stars, 2026-07
90/100 stars
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single-cell datasets  (STEMCELL Technologies Inc)
90
STEMCELL Technologies Inc single-cell datasets
Overview of AEP+AWEL architecture. When we use a segmentation <t>dataset</t> of three classes, we set three translation filters. Each translation filter is added to an input <t>cell</t> <t>image,</t> and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.
Single Cell Datasets, supplied by STEMCELL Technologies Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pm37930842-165-4-1?v=STEMCELL+Technologies+Inc
Average 90 stars, based on 1 article reviews
single-cell datasets - by Bioz Stars, 2026-07
90/100 stars
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public human cell dataset  (Allen Institute for Cell Science)
90
Allen Institute for Cell Science public human cell dataset
Overview of AEP+AWEL architecture. When we use a segmentation <t>dataset</t> of three classes, we set three translation filters. Each translation filter is added to an input <t>cell</t> <t>image,</t> and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.
Public Human Cell Dataset, supplied by Allen Institute for Cell Science, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pm40517167-194-5-9?v=Allen+Institute+for+Cell+Science
Average 90 stars, based on 1 article reviews
public human cell dataset - by Bioz Stars, 2026-07
90/100 stars
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cell to cell dataset  (Teradata Corporation)
90
Teradata Corporation cell to cell dataset
Overview of AEP+AWEL architecture. When we use a segmentation <t>dataset</t> of three classes, we set three translation filters. Each translation filter is added to an input <t>cell</t> <t>image,</t> and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.
Cell To Cell Dataset, supplied by Teradata Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/10__12720_slash_jait__15__8__941___955-270-12-0?v=Teradata+Corporation
Average 90 stars, based on 1 article reviews
cell to cell dataset - by Bioz Stars, 2026-07
90/100 stars
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astrazeneca-sanger (azs) dream challenge human cell-line dataset  (AstraZeneca ltd)
90
AstraZeneca ltd astrazeneca-sanger (azs) dream challenge human cell-line dataset
Overview of AEP+AWEL architecture. When we use a segmentation <t>dataset</t> of three classes, we set three translation filters. Each translation filter is added to an input <t>cell</t> <t>image,</t> and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.
Astrazeneca Sanger (Azs) Dream Challenge Human Cell Line Dataset, supplied by AstraZeneca ltd, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/cell+datasets/pmc12133153-4-7-7?v=AstraZeneca+ltd
Average 90 stars, based on 1 article reviews
astrazeneca-sanger (azs) dream challenge human cell-line dataset - by Bioz Stars, 2026-07
90/100 stars
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Image Search Results


Overview of AEP+AWEL architecture. When we use a segmentation dataset of three classes, we set three translation filters. Each translation filter is added to an input cell image, and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Overview of AEP+AWEL architecture. When we use a segmentation dataset of three classes, we set three translation filters. Each translation filter is added to an input cell image, and we obtain three translation images. Each translation image emphasizes objects related to the segmentation result. Translated images are fed to the second network one-by-one for segmentation, and we compute the loss for all segmentation images using AWEL.

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques:

Examples of cell images and their ground truths in two datasets. ( a ) shows the cell image of a mouse liver with three class labels: cell nucleus (red), cell membrane (blue), and cytoplasm (green). ( b ) shows a human iRPE cell image labeled as: cell membrane (white) and background (black). ( c ) shows ISBI2012 dataset with pseudo low quality: cell membrane (white) and background (black).

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Examples of cell images and their ground truths in two datasets. ( a ) shows the cell image of a mouse liver with three class labels: cell nucleus (red), cell membrane (blue), and cytoplasm (green). ( b ) shows a human iRPE cell image labeled as: cell membrane (white) and background (black). ( c ) shows ISBI2012 dataset with pseudo low quality: cell membrane (white) and background (black).

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques: Membrane, Labeling

Comparison between the conventional and proposed methods on the cell image dataset of mouse livers.

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Comparison between the conventional and proposed methods on the cell image dataset of mouse livers.

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques: Comparison, Membrane

Comparison between the conventional and proposed methods on human iRPE cell images.

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Comparison between the conventional and proposed methods on human iRPE cell images.

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques: Comparison, Membrane

Comparison between conventional preprocessing methods.

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Comparison between conventional preprocessing methods.

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques: Comparison, Membrane

Ablation study for ensemble learning.

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Ablation study for ensemble learning.

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques: Membrane

Ablation on the number of translation filters for AEP architecture. The red line is the mouse liver cell image dataset, and the blue line is the human iRPE cell image dataset.

Journal: Scientific Reports

Article Title: Automatic enhancement preprocessing for segmentation of low quality cell images

doi: 10.1038/s41598-024-53411-7

Figure Lengend Snippet: Ablation on the number of translation filters for AEP architecture. The red line is the mouse liver cell image dataset, and the blue line is the human iRPE cell image dataset.

Article Snippet: The human iRPE cell image dataset generated and analyzed during the current study is available in the National Institute of Standards and Technology: https://isg.nist.gov/deepzoomweb/data/RPEimplants .

Techniques: