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Oriented Cell Dataset (OCD)
- Citation Author(s):
- Submitted by:
- Lucas Kirsten
- Last updated:
- Mon, 03/25/2024 - 22:06
- DOI:
- 10.21227/3rk2-b882
- License:
- Categories:
- Keywords:
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Abstract
OCD description. Cell lines A172 and U251: human glioblastoma; MCF7: human breast cancer; MRC5: human lung fibroblast; SCC25: human squamous cell carcinoma. Cultivation condition CTR: cells belonging to the control group - without the addition of chemotherapy; TMZ: cells treated with 50 μM temozolomide in some cultivation step.
Split
- Train
- Microscope: CytoSMART
- Magnification: 10x/20x
- Cell line: A172
- Cultivation Condition: CTR
- Number of Images: 52
- Images Resolution: 1280px × 720px
- Cell line: U251
- Cultivation Condition: CTR
- Number of Images: 4
- Microscope: Zeiss Axiovert 200
- Magnification: 10x
- Cell line: MCF7
- Cultivation Condition: CTR
- Number of Images: 19
- Images Resolution: 1388px × 1040px
- Cell line: MRC5
- Cultivation Condition: CTR
- Number of Images: 20
- Test
- Microscope: CytoSMART
- Magnification: 10x/20x
- Cell line: A172
- Cultivation Condition: CTR
- Number of Images: 4
- Images Resolution: 1280px × 720px
- Cell line: U251
- Cultivation Condition: CTR
- Number of Images: 1
- Microscope: Zeiss Axiovert 200
- Magnification: 10x
- Cell line: MCF7
- Cultivation Condition: CTR
- Number of Images: 10
- Images Resolution: 1388px × 1040px
- Cell line: MRC5
- Cultivation Condition: CTR
- Number of Images: 10
- Annotators' Comparison
- Microscope: CytoSMART
- Magnification: 10x/20x
- Cell line: A172
- Cultivation Condition: CTR
- Number of Images: 4
- Images Resolution: 1280px × 720px
- Cell line: A172
- Cultivation Condition: TMZ
- Number of Images: 1
- Microscope: IncuCyte
- Magnification: 10x
- Cell line: U251
- Cultivation Condition: TMZ
- Number of Images: 1
- Images Resolution: 1408px × 1040px
- Microscope: Zeiss AxioCam
- Magnification: 20x
- Cell line: SCC25
- Cultivation Condition: CTR
- Number of Images: 2
- Images Resolution: 600px × 512px
- Microscope: Zeiss Axiovert 200
- Magnification: 10x
- Cell line: MCF7
- Cultivation Condition: CTR
- Number of Images: 1
- Images Resolution: 1388px × 1040px
- Cell line: MRC5
- Cultivation Condition: CTR
- Number of Images: 1
Instructions:
Please refer to this Github repository for real application example: https://github.com/LucasKirsten/Deep-Cell-Tracking-EBB