DLBCL cells with ferroptosis morphology can be detected with a deep convolutional neural network

It has been demonstrated that diffuse large B-cell lymphoma (DLBCL) is especially sensitive to ferroptosis. Currently, confirming the presence of ferroptosis requires flow cytometry, which is a time consuming and labor-intensive task. Blistering of the cell membrane has been shown to be a ferroptosis-specific morphological change. In this study we developed a deep convolutional neural network to detect the blistering of cell membrane. Buthionine sulfoximine treatment increased the percentage …