HC18-Automated-measurement-of-fetal-head-circumference
This is an example of the ultrasound imaging is used to measure the fetal head circumference (HC).
Prerequisities
The following dependencies are needed:
- numpy >= 1.11.1
- SimpleITK >=1.0.1
- opencv-python >=3.3.0
- tensorflow-gpu ==1.8.0
- pandas >=0.20.1
- scikit-learn >= 0.17.1
How to Use
1、Preprocess
2、HC Segmentation
- train and predict in the script of vnet2d_train.py and vnet2d_predict.py
3、trained model can download on here:https://pan.baidu.com/s/1ved3w6Tn4nwnBUDzxW8arw password:r0li
Result
- loss and accuracy,orange line is first trained,blue is second trained
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