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Convolutional neural networks to predict mastoiditis on mastoid series

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Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
data		data
models		models
runs		runs
tf_utils		tf_utils
README.md		README.md

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Convolutional neural networks to detect mastoiditis on mastoid series

Convolutional neural networks for diagnosing mastoiditis
1. data/setup.py (Upload Mastoid AP & Lateral view, label)
2. models/network.py (CNN for AP view, Lateral view, Multiple views)
3. runs/main1.py (Training for single view)
4. runs/main2.py (Training for multiple views)
5. tf_utils/tboard.py (Related to Tensorboard output)

1. Convolution neural network for single view

2. Convolution neural network for multiple views

3. Class activation mapping for detecting mastoiditis

Reference: Lee, K., Ryoo, I., Choi, D., Sunwoo, L., You, S., & Jung, H.I. (2020). Performance of deep learning to detect mastoiditis using multiple conventional radiographs of mastoid. PLoS ONE, 15.

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Convolutional neural networks to predict mastoiditis on mastoid series

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