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Automated Detection of Mitosis in Embryonic Tissues
Fourth Canadian Conference on Computer and Robot Vision (CRV '07), 2007Characterization of mitosis is important for understanding the mechanisms of development in early stage embryos. In studies of cancer, another situation in which mitosis is of interest, the tissue is stained with contrast agents before mitosis characterization; an intervention that could lead to atypical development in live embryos.
Parthipan Siva +2 more
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Medical Imaging, 2022
We propose a new U-Net-based method for mitosis detection and a semi-automatic image processing algorithm to generate datasets from the H&E- and pHH3- stained tissue images.
Jiaming Li +4 more
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We propose a new U-Net-based method for mitosis detection and a semi-automatic image processing algorithm to generate datasets from the H&E- and pHH3- stained tissue images.
Jiaming Li +4 more
semanticscholar +1 more source
IEEE Transactions on Medical Imaging, 2021
In this paper, we report the results of the first international contest on mitosis detection in phase-contrast microscopy image sequences (https://www.iti-tju.org/mitosisdetection), which was held at the workshop of computer vision for microscopy image ...
Yuting Su +4 more
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In this paper, we report the results of the first international contest on mitosis detection in phase-contrast microscopy image sequences (https://www.iti-tju.org/mitosisdetection), which was held at the workshop of computer vision for microscopy image ...
Yuting Su +4 more
semanticscholar +1 more source
Cell Image Classification with Polygon-Guided Extraction for Glioma Mitosis Detection
IEEE International Symposium on Biomedical ImagingAccurate detection of mitotic figures in glioma tissue samples is crucial for assessing tumor proliferation rates and planning appropriate treatment strategies.
Yosuke Yamagishi, Shohei Hanaoka
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Deep Learning-Based Mitosis Detection in Breast Cancer Histopathology Images: A Mapping Study
International Conference on Soft Computing and Software EngineeringMitosis detection refers to the process of identifying and locating mitotic cells within histological or microscopic images. Mitosis, a crucial stage in the cell cycle, involves cell division, and detecting mitotic figures is particularly important in ...
Premisha Premananthan +1 more
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CTMC: Cell Tracking with Mitosis Detection Dataset Challenge
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2020While significant developments have been made in cell tracking algorithms, current datasets are still limited in size and diversity, especially for data-hungry generalized deep learning models. We introduce a new larger and more diverse cell tracking dataset in terms of number of sequences, length of sequences, and cell lines, accompanied with a public
Samreen Anjum, Danna Gurari
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Medical Image Anal.
Due to the intra-class diversity of mitotic cells and the morphological overlap with similarly looking imposters, automatic mitosis detection in histopathology slides is still a challenging task.
Qiling Tang, Yu Cai
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Due to the intra-class diversity of mitotic cells and the morphological overlap with similarly looking imposters, automatic mitosis detection in histopathology slides is still a challenging task.
Qiling Tang, Yu Cai
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Survey of Mitosis Detection Techniques in Breast Cancer
2018 3rd International Conference on Inventive Computation Technologies (ICICT), 2018Breast Cancer is one of the most occurring cancer in women's among different types of cancer. Detection of mitosis is a challenging work in breast histopathology images and in mammography. Due to different stages of mitosis, non uniform stain illumination, size and shape variation of cells detection of mitosis is difficult.
Vinayak N. Malavade +2 more
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Evaluating Rotation Invariant Strategies for Mitosis Detection Through YOLO Algorithms
2023Cancer diagnosis is of major importance in the field of human medical pathology, wherein a cell division process known as mitosis constitutes a relevant biological pattern analyzed by professional experts, who seek for such occurrence in presence and number through visual observation of microscopic imagery.
Dibet Garcia Gonzalez +10 more
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Efficient mitosis detection: leveraging pre-trained faster R-CNN and cell-level classification
Biomedical engineering and physics expressThe assessment of mitotic activity is an integral part of the comprehensive evaluation of breast cancer pathology. Understanding the level of tumor dissemination is essential for assessing the severity of the malignancy and guiding appropriate treatment ...
Abdul R Shihabuddin, S. Beevi K
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