Deep learning for the detection of inter-breath-hold motion from a stack of cardiac short axis slice images
The code was tested on Windows OS 10 using the following specs and libraries:
- python 3.10.4
- tensorflow==2.8.0
- scikit-learn==1.0.2
- scikit-image==0.19.2
- pydicom==2.3.0
- numpy==1.22.3
- jupyter==1.0.0
- keras==2.8.0
- matplotlib==3.5.1
- scipy==1.8.0
Please cite the following if you use the code for your studies.
[Citation]
- YC Kim, MW Kim, "Evaluation of convolutional neural networks for the detection of inter-breath-hold motion from a stack of cardiac short axis slice images", BMC Medical Imaging (2023) - [Under the 3rd Review]