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arXiv:2102.04306v1 [cs.CV] 8 Feb 2021
- https://arxiv.org/pdf/2102.04306.pdf
- Abstract.Medical image segmentation is an essential prerequisite fordeveloping healthcare systems, especially for disease diagnosis and treat-ment planning. On various medical …
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 Using Deep Learning: A …
- https://arxiv.org/abs/2009.13120
- In this paper, we present a comprehensive thematic survey on medical image segmentation using deep learning techniques. This paper makes two original …
(PDF) Medical Image Segmentation …
- https://www.researchgate.net/publication/294682473_Medical_Image_Segmentation_Techniques_An_Overview
- Medical image segmentation provides rich information in clinical applications for supporting the …
(PDF) Medical Image Segmentation A Review of Recent …
- https://www.researchgate.net/publication/335811563_Medical_Image_Segmentation_A_Review_of_Recent_Techniques_Advancements_and_a_Comprehensive_Comparison
- Segmentation is an important aspect of processing image. Aarish and Devanand [17] posited Medical image segmentation as the practice of facilitating the …
(PDF) A Review of Deep-Learning-Based Medical Image …
- https://www.researchgate.net/publication/348771100_A_Review_of_Deep-Learning-Based_Medical_Image_Segmentation_Methods
- (Liu, et al., 2021) introduced a review of some common ideas and characteristic features of medical image segmentation based on deep learning …
(PDF) Medical Image Segmentation …
- https://www.researchgate.net/publication/365821084_Medical_Image_Segmentation_Review_The_success_of_U-Net
- Early traditional approaches to medical image segmen- tation mainly focused on edge detection, template matching techniques, region growing, graph …
(PDF) A Review of Medical Image …
- https://www.researchgate.net/publication/350820310_A_Review_of_Medical_Image_Segmentation_Algorithms
- Abstract INTRODUCTION: Image segmentation in medical physics plays a vital role in image analysis to identify the affected tumour. The process of …
(PDF) Medical Image Segmentation …
- https://www.researchgate.net/publication/263608069_Medical_Image_Segmentation_Methods_Algorithms_and_Applications
- Medical images have made a great impact on medicine, diagnosis, and treatment. The most important part of image processing is image segmentation. Many …
Medical Image Segmentation Using Deep Learning: …
- https://arxiv.org/pdf/2009.13120
- in the field of medical image segmentation and analyze the commonly unsupervised or weakly supervised strategies for processing few-shot data or class imbalanced data. In …
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