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BGUSIM

Citation Author(s):
Assaf
Arbelle
BGU
Shaked
Cohen
BGU
Tammy
Riklin Raviv
BGU
Submitted by:
Shaked Cohen
Last updated:
Sun, 10/31/2021 - 11:54
DOI:
10.21227/4m12-m288
Data Format:
License:
0
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Abstract 

These simulated live cell microscopy sequences were generated by the CytoPacq web service https://cbia.fi.muni.cz/simulator [R1]. The dataset is composed of 51 2D sequences and 41 3D sequences. The 2D sequences are divided into distinct 44 training and 7 test sets. The 3D sequences are divided into distinct 34 training and 7 test sets. Each sequence contains up to 200 frames.
The CytoPacq system was tuned to produce data similar to the Fluo-N2DH-SIM+ and Fluo-N3DH-SIM+ datasets from the Cell Segmentation Benchmark http://www.celltrackingchallenge.net [R2]. We refer to these datasets, using the challenge naming convention as Fluo-N2DH-BGUSIM and Fluo-N3DH-BGUSIM for the 2D and 3D datasets, respectively.

R1 : D. Wiesner, D. Svoboda, M. Maska, and M. Kozubek, "Cytopacq: a web-interface for simulating multi-dimensional cell imaging," Bioinformatics,2019.
R2: V. Ulman, M. Maska, K. Magnusson et al., "An objective comparisonof cell-tracking algorithms," Nature methods, vol. 14, no. 12, p. 1141,2017