Whole-cell segmentation of tissue images with human-level performance using large-scale data annotation and deep learning
Noah F. Greenwald, Geneva Miller, Erick Moen, Alex Kong, Adam Kagel, Thomas Dougherty, Christine Camacho Fullaway, Brianna J. McIntosh, Ke Xuan Leow, Morgan Schwartz, Cole Pavelchek, Sunny Cui, Isabella Camplisson, Omer Bar-Tal, Jaiveer Singh, Mara Fong, Gautam Chaudhry, Zion Abraham, Jackson Moseley, Shiri Warshawsky, Erin Soon, Shirley Greenbaum, Tyler Risom, Travis J. Hollmann, Sean C. Bendall, Leeat Keren, William D. Graf, Michael Angelo, David Van Valen
Topics & Concepts
SegmentationArtificial intelligenceComputer scienceDeep learningPattern recognition (psychology)AnnotationScale (ratio)Computer visionCartographyGeographyCell Image Analysis TechniquesAI in cancer detectionSingle-cell and spatial transcriptomics