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About Machine Learning
The document discusses recent advances in deep learning techniques for automatic cardiac MRI (CMRI) segmentation and diagnosis, evaluating several methods on a dataset of 150 patients using metrics like Dice similarity and Hausdorff distance, finding that convolutional neural networks like U-Net can accurately segment left ventricle, right ventricle and myocardium structures for clinical applications in pathology prediction.
Detailed Information
| Author: | ['Angéla Messina Ntede'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 26 |
| Language: | English |
| Format: | |
| Price: | FREE |
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