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frankkramer-lab
/
aucmedi
a framework for Automated Classification of Medical Images
https://frankkramer-lab.github.io/aucmedi/
GNU General Public License v3.0
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use tensorflow datasets for testing?
#77
muellerdo
opened
2 years ago
0
Keras Iterator deprecated -> move to Keras Sequence?
#76
muellerdo
closed
1 year ago
0
model compile replace lr= with learning_rate=
#75
muellerdo
closed
2 years ago
1
Split volumentations in a separate repo - drop support & switch to batchgenerators?
#74
muellerdo
closed
2 years ago
1
Create Logo
#73
muellerdo
closed
2 years ago
20
Create website and docs for github pages
#72
muellerdo
closed
2 years ago
0
Pass optimizer to neural network class
#71
muellerdo
opened
2 years ago
0
Move fcl_dropout from create_model to __init__ in all architecture classes
#70
muellerdo
closed
2 years ago
1
Integrate Attention models
#69
muellerdo
opened
2 years ago
0
Implemented metadata passing to Architectures
#68
muellerdo
closed
2 years ago
0
Add possible passing of None to resampling of sitk loader to skip
#67
muellerdo
closed
2 years ago
0
rework aucmedi to be in order with numpy z,y,x structure
#66
muellerdo
closed
2 years ago
0
Replace custom resampling with simpleitk
#65
muellerdo
closed
2 years ago
0
Image Augmentation can lead to higher/lower scores -> outside of grayscale range
#64
muellerdo
closed
2 years ago
1
Add threading to prepare_image in DataGenerator
#63
muellerdo
closed
2 years ago
0
Add 3D architectures
#62
muellerdo
closed
2 years ago
0
Add unittesting for the Neural Network class
#61
muellerdo
opened
2 years ago
0
Rerun & Update student examples
#60
muellerdo
opened
2 years ago
0
utils.Visualizer - Add volume visualization
#59
muellerdo
opened
2 years ago
0
Extend crop subfunction for mode random/center
#58
muellerdo
closed
2 years ago
0
Add unittesting for IO_Interface CSV
#57
muellerdo
closed
2 years ago
0
Volumentations
#56
muellerdo
closed
2 years ago
1
Volumentations
#55
muellerdo
closed
2 years ago
0
Augmenting to 3D
#54
muellerdo
closed
2 years ago
5
Rework standardize subfunction
#53
muellerdo
closed
2 years ago
0
Implement sample loaders()
#52
muellerdo
closed
2 years ago
3
Implement clipping as Subfunction
#51
muellerdo
closed
2 years ago
1
Make AUCMEDI 3D avaible
#50
muellerdo
closed
2 years ago
2
cv2 error in google colab?
#49
muellerdo
closed
2 years ago
1
Aspect Ratio Padding Finder
#48
muellerdo
opened
2 years ago
0
XAI: Implement Score-Cam
#47
muellerdo
opened
2 years ago
0
Ensemble Learning OOM
#46
muellerdo
closed
2 years ago
1
Neural Network load model
#45
muellerdo
opened
3 years ago
1
XAI: LRP
#44
muellerdo
opened
3 years ago
1
sampling seed auf 0 setzen anstatt None bei den parametern
#43
muellerdo
opened
3 years ago
0
Lime hinzufügen zu requirements & setup
#42
muellerdo
closed
2 years ago
0
AutoML Implementation
#41
muellerdo
closed
2 years ago
4
Write documentation
#40
muellerdo
closed
2 years ago
1
XAI Decoder Enhancement
#39
muellerdo
closed
3 years ago
0
XAI Visualizer Enhancement
#38
muellerdo
closed
3 years ago
0
Implement XAI Method: Occlusion Sensitivity
#37
muellerdo
closed
3 years ago
0
Activations Visualization
#36
muellerdo
opened
3 years ago
1
Implement XAI Method: Lime
#35
muellerdo
closed
3 years ago
0
ViT - Vision Transformer
#34
muellerdo
closed
2 years ago
1
Add worker parameter to ensembler/augmenting.py function for datagenerator
#33
muellerdo
closed
3 years ago
0
https://github.com/sicara/tf-explain
#32
muellerdo
closed
3 years ago
0
https://github.com/tabayashi0117/Score-CAM
#31
muellerdo
closed
3 years ago
2
Implement XAI Method: CNN Fixation
#30
muellerdo
closed
3 years ago
1
Rework XAI Decoder for high-throughput data
#29
muellerdo
closed
3 years ago
0
Subfunctions: Color Constancy
#28
muellerdo
closed
3 years ago
0
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