• A Cascade of 2.5D CNN and Bidirectional CLSTM Network for Mitotic Cell Detection in 4D Microscopy Image

    4 days ago - By IEEE/ACM

    Mitosis detection is one of the challenging steps in biomedical imaging research, which can be used to observe the cell behavior. Most of the already existing methods that are applied in detecting mitosis usually contain many nonmitotic events in the result. In order to address such a problem, in this study, we propose to apply 2.5-dimensional networks called CasDetNet CLSTM, which can accurately detect mitotic events in 4D microscopic images. This CasDetNet CLSTM involves a 2.5D faster region-based convolutional neural network as the first network, and a convolutional long short-term...
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