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A survey on deep learning in medical image analysis
- https://www.sciencedirect.com/science/article/pii/S1361841517301135
- Deep learning algorithms, in particular convolutional networks, have rapidly become a methodology of choice for analyzing medical images. This paper reviews the …
Pixel-based machine learning in medical imaging - PubMed
- https://pubmed.ncbi.nlm.nih.gov/22481907/
- Machine learning (ML) plays an important role in the medical imaging field, including medical image analysis and computer-aided diagnosis, because objects such as lesions …
Survey of Supervised Learning for Medical Image …
- https://link.springer.com/article/10.1007/s42979-022-01166-1
- Specifically, this survey explains the performance metrics of supervised learning methods; summarizes the available medical datasets; studies the state-of-the …
Medical image segmentation using deep learning: A survey
- https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/ipr2.12419
- This paper mainly focuses on the evolution and development of deep learning models on medical image segmentation. In , Shen et al. presented a special review of the …
Machine Learning for Medical Imaging - PubMed
- https://pubmed.ncbi.nlm.nih.gov/28212054/
- Machine learning is a technique for recognizing patterns that can be applied to medical images. Although it is a powerful tool that can help in rendering medical diagnoses, it …
A review on deep learning in medical image analysis
- https://link.springer.com/article/10.1007/s13735-021-00218-1
- Deep learning-based methodologies of image registration as per its techniques, highlights, and ubiquity in seven gatherings, including (1) reinforcement …
Medical Imaging using Machine Learning …
- https://www.researchgate.net/publication/332013183_Medical_Imaging_using_Machine_Learning_and_Deep_Learning_Algorithms_A_Review
- The major aim of this survey is to highlight the machine learning and deep learning techniques used in medical images. We intended to provide an outline for …
Pixel-Based Machine Learning in Medical …
- https://www.hindawi.com/journals/ijbi/2012/792079/
- Recently, as available computational power increased dramatically, pixel/voxel-based ML (PML) emerged in medical image processing/analysis which uses …
Frontiers | Survey of Image Processing …
- https://www.frontiersin.org/articles/10.3389/frobt.2018.00120/full
- The quality of the machine learning algorithms for simple tasks such as medical image segmentation or classification is continuously improving. …
Review Article Pixel …
- https://www.researchgate.net/publication/223963336_Pixel-Based_Machine_Learning_in_Medical_Imaging/fulltext/0028d8e10cf20cdd1a0f877b/Pixel-Based-Machine-Learning-in-Medical-Imaging.pdf
- Machine learning (ML) plays an important role in the medical imaging field, including medical image analysis and computer- aided diagnosis, because objects such as lesions …
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