Cell2Grid: an efficient, spatial, and convolutional neural network-ready representation of cell segmentation data
- Authors
- Herbsthofer L, Tomberger M, Smolle MA, Prietl B, Pieber TR, López-García P. Cell2Grid: an efficient, spatial, and convolutional neural network-ready representation of cell segmentation data. J Med Imaging (Bellingham). 2022 Nov;9(6):067501. doi: 10.1117/1.JMI.9.6.067501. Epub 2022 Nov 30. PMID: 36466076; PMCID: PMC9709305.
- Journal
- Journal of Medical Imaging
- Published
Abstract
This paper introduces Cell2Grid, a spatial and CNN ready representation for cell segmentation data. The method facilitates deep learning based image analysis. Technologies used at CBmed: multi-parameter immunohistochemistry and advanced data analysis / data science.