![]() ![]() ![]() Oftentimes, the term cell segmentation has been used to refer to the segmentation of the cell nuclei (nuclear segmentation) as opposed to segmenting the entire cell body including the cytoplasm (nuclear + cytoplasmic segmentation). Let's dive in! How Cell Segmentation Works Scope of This Article In this article, we will walk through the following topics to give you an idea of what cell segmentation is and how you can start using it for your use case: These insights can drive drug discovery, diagnostics, and other important fields of biology, pharmacology, and personalized medicine. Scientists can quickly evaluate how these features change over time and in response to a variety of conditions. Using cell segmentation, scientists are able to analyze relevant biological features such as cell count, type, division, shape, etc. Coupled with more compute power and new algorithms in machine learning and computer vision, cell segmentation has become a lot more efficient and accurate.Ĭell segmentation, or identifying cells in an image, has emerged in the past few years as a commonly used technique crucial for image-based cell biology research. Recently, breakthroughs in high-resolution fluorescent microscopy have enabled detailed visualization of cells and their subcellular components. Cellular dynamics that are characterized in normal and pathologic conditions continue to enhance our understanding of basic biological processes in addition to accelerating drug discovery. The ability to image, extract, and study cells and their subcellular structures is crucial to several research areas and is a driver of advances in biology, medicine and drug discovery. ![]()
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