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About s6826 Le Lu Deep Neural Networks
Deep neural networks can help improve computer-aided diagnosis, segmentation, and text/image parsing in radiology. The document discusses three key problems: 1) computer-aided detection and diagnosis of cancers and lesions, 2) semantic segmentation of medical images to compute clinical biomarkers, and 3) joint text/image mining of large radiology databases to derive semantics and knowledge. Deep learning approaches show promise for these tasks by learning effective image features without hand-crafting, which is difficult due to disease and imaging variability.
Detailed Information
| Author: | ['Kishore Kumar RaviChandran'] |
|---|---|
| Publication Year: | 2017 |
| Pages: | 60 |
| Language: | English |
| Format: | |
| Price: | FREE |
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