This repository was code for “Development and validation of a deep learning signature for predicting lymph node metastasis in lung adenocarcinoma: comparison with radiomics signature and clinical-semantic model ”
This Medical Deep Learning Framework is developed based on https://github.com/open-mmlab/mmclassification
To further match 3D medical image, we developed 3D Convolutional Neural Network and 3D data transformation
Supported neural networks:
- ResNet (3D)
- ResNeXt (3D)
- SE-ResNet
- SE-ResNeXt
- RegNet
- ShuffleNetV1
- ShuffleNetV2
- MobileNetV2
- MobileNetV3
- Swin-Transformer