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- ArticleMay 2023
Radial Prediction Domain Adaption Classifier for the MIDOG 2022 Challenge
Mitosis Domain Generalization and Diabetic Retinopathy AnalysisPages 206–210https://doi.org/10.1007/978-3-031-33658-4_20AbstractThis paper describes our contribution to the MIDOG 2022 challenge for detecting mitotic cells. One of the major problems to be addressed in the MIDOG 2022 challenge is the robustness under the natural variance that appears for real-life data in ...
- research-articleJanuary 2022
Deep learning-based mitosis detection using genetic optimal feature set selection
International Journal of Bio-Inspired Computation (IJBIC), Volume 19, Issue 3Pages 189–198https://doi.org/10.1504/ijbic.2022.123115Mitosis detection in breast cancer is considered to be a vital factor in cancer progression. The significance of identifying mitotic count will be more helpful to estimate the aggressiveness and proliferation rate of the tumour. The manual mitosis ...
- research-articleSeptember 2020
A Method for Automatic Tracking of Cell Nuclei With Weakly-Supervised Mitosis Detection in 2D Microscopy Image Sequences
ICBIP '20: Proceedings of the 5th International Conference on Biomedical Signal and Image ProcessingPages 67–73https://doi.org/10.1145/3417519.3417558Due to a high interest in microscopic cell migration analysis for biological research, numerous cell segmentation and tracking algorithms has emerged. The main tasks of cell tracking methods are to segment each cell and establish individual cell ...
- ArticleJune 2011
Detection of mitosis within a stem cell population of high cell confluence in phase-contrast microscopy images
CVPR '11: Proceedings of the 2011 IEEE Conference on Computer Vision and Pattern RecognitionPages 1033–1040https://doi.org/10.1109/CVPR.2011.5995717Computer vision analysis of cells in phase-contrast microscopy images enables long-term continuous monitoring of live cells, which has not been feasible using the existing cellular staining methods due to the use of fluorescence reagents or fixatives. ...