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Download Transfer Learning for Ultrasound Images by ['Koundinya Desiraju'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Transfer Learning for Ultrasound Images
The document discusses using convolutional neural networks with transfer learning to classify abdominal ultrasound images. Two pretrained CNNs were retrained on a dataset of over 5000 abdominal ultrasound images categorized into 11 classes. The CNNs achieved classification accuracies of 77.3-77.9% on held-out test images, outperforming a radiologist who achieved 71.7% accuracy.
Detailed Information
| Author: | ['Koundinya Desiraju'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 10 |
| Language: | English |
| Format: | |
| Price: | FREE |
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