https://github.com/cviu-csu/ptrnet
Science Score: 13.0%
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○CITATION.cff file
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✓codemeta.json file
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○.zenodo.json file
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○Scientific vocabulary similarity
Low similarity (7.0%) to scientific vocabulary
Repository
Basic Info
- Host: GitHub
- Owner: CVIU-CSU
- Default Branch: main
- Size: 1.95 KB
Statistics
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
PTRNet
A Novel Multimodal Learning Method for Predicting Treatment Resistance in MPO-AAV with Lung Involvement
Method Overview
Install
Download the repository and open the PTRNet
git clone https://github.com/yinangit/PTRNet.git cd PTRNetRequired requirements
bash
cd env
conda env create -f environment.yml
conda activate PTRNet
cd tab-transformer-pytorch
pip install -e .
- Optional requirements (for feature extraction)
bash
conda activate PTRNet
cd env/CLIP
pip install -e .
cd ../lungmask
pip install -e .
cd ../timm-0.9.12
pip install -e .
Run
Train
bash conda activate PTRNet python scripts/train_modality_ablation.py --saveName modality_ablation --model_mode union --d_model 256Test
bash conda activate PTRNet python scripts/test.py --saveName modality_ablation --model_mode union --d_model 256 --weight_path log/modality_ablation/model_final.ptAblation
Taking ablation of hyperparameter γ as an example:
bash
conda activate PTRNet
cd launch
bash ablation_gamma.sh
Acknowledgements
Citation
Owner
- Name: CVIU-CSU
- Login: CVIU-CSU
- Kind: organization
- Repositories: 4
- Profile: https://github.com/CVIU-CSU
GitHub Events
Total
- Push event: 5
Last Year
- Push event: 5