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Has someone done any work using ResNet architectures with mri/xray images? Would be interested to here hows that working.
by kakoni 8y ago
Has someone done any work using ResNet architectures with mri/xray images? Would be interested to here hows that working.
- nl 8y agoYes. Plenty of Kaggle competitions in this space. Generally UNet/RetiniaNet for finding the object of interest, then classifiers built on ResNet (or variants) feature extractor works well. Here's a good overview from the recent Pneumonia detection challenge (chest XRay images): https://www.kaggle.com/c/rsna-pneumonia-detection-challenge/discussion/70421 https://www.kaggle.com/c/rsna-pneumonia-detection-challenge/...