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Download Attention U-Net Learning Where To Look For The Pancreas by ['Matiur Rahman Minar'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Attention U-Net Learning Where To Look For The Pancreas
1) The document proposes an Attention U-Net model that uses attention gates to automatically learn to focus on target structures like the pancreas in CT scans, without needing explicit external localization. 2) The attention gates can be integrated into standard CNN architectures like U-Net with minimal overhead, and improve prediction accuracy by suppressing irrelevant regions. 3) The Attention U-Net is evaluated on pancreas segmentation tasks using two abdominal CT datasets, and achieves state-of-the-art performance without requiring multiple CNN models.
Detailed Information
| Author: | ['Matiur Rahman Minar'] |
|---|---|
| Publication Year: | 2020 |
| Pages: | 10 |
| Language: | English |
| Format: | |
| Price: | FREE |
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