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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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