Improving Mesenchymal Stem Cell Classification Using Machine Learning Techniques

Identification of senescent cells in multipotent mesenchymal stromal cell cultures: Current methods and future directions

“…The typically reported challenges of applying such methods in live cell imaging pertain to segmentation accuracy; the consequent time required to separate accurately and inaccurately segmented images, as well as robustness across cell types and human operators [128]. Machine learning methods ease these challenges by automating segmentation and facilitating classification [129]. Deep learning, a category of machine learning, has recently shown exceptional performance in this area by offering the advantage of independently learning key features.…”