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Medical Image Segmentation - an overview

    https://www.sciencedirect.com/topics/engineering/medical-image-segmentation
    Medical image segmentation methods are often derived from the state-of-the-art techniques of image segmentation (Elnakib et al., 2011; Dey and Ashour, 2018; Hore et al., 2016; Dey et al., 2018; Rajinikanth et al., 2018). Different segmentation techniques …

What Is Medical Image Segmentation and How Does It …

    https://www.synopsys.com/glossary/what-is-medical-image-segmentation.html
    One of the key benefits of medical image segmentation is that it allows for a more precise analysis of anatomical data by isolating only necessary areas. For certain …

Image Segmentation Techniques Overview - IEEE Xplore

    https://ieeexplore.ieee.org/document/8424314
    Abstract: The technology of image segmentation is widely used in medical image processing, face recognition pedestrian detection, etc. The current image …

Medical Image Segmentation Using Deep Learning: A …

    https://arxiv.org/abs/2009.13120
    Deep learning has been widely used for medical image segmentation and a large number of papers has been presented recording the success of deep learning in …

Medical image segmentation using deep learning: A survey

    https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/ipr2.12419
    Popular medical image segmentation tasks include liver and liver-tumour segmentation , brain and brain-tumour segmentation , optic disc segmentation , cell segmentation , …

Deep Learning Techniques for Medical Image …

    https://link.springer.com/content/pdf/10.1007/s10278-019-00227-x.pdf
    these structures in medical image segmentation. 2DCNN With the promising capability of a CNN in performing image classification and pattern recognition, applying a CNN to …

Medical Image Segmentation Techniques: …

    https://www.researchgate.net/publication/294682473_Medical_Image_Segmentation_Techniques_An_Overview
    Medical image segmentation provides rich information in clinical applications for supporting the advancement in the biomedical knowledge and to guide …

Medical Image Processing - an overview | ScienceDirect …

    https://www.sciencedirect.com/topics/computer-science/medical-image-processing
    The segmentation of brain tissues is an initial but critical step in the field of medical image processing for accurate diagnosis and surgery estimations. There are numerous …

How to Choose a Neural Net Architecture for Medical …

    https://innolitics.com/articles/medical-image-segmentation-overview/
    In medical image segmentation, however, the architecture often seems to default to the U-Net. The U-Net is a simple-to-implement DNN architecture that has …

Overview and Fundamentals of Medical Image …

    https://www.researchgate.net/publication/247089587_Overview_and_Fundamentals_of_Medical_Image_Segmentation
    Image segmentation is considered one of the main pre-processing steps in many applications, because a segmented section is necessary in many instances to …



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