Page Index - TobiasSchmidtDE/DeepL-MedicalImaging GitHub Wiki

172 page(s) in this GitHub Wiki:

• Home
• IDP Radio
• Documentation
• Meeting Notes
• Experiment Logging
• Models
• Architecture Research
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• Chexpert Leader JF Healtchare
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• Data Set & Preprocessing Methods
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• Demo Application
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• DenseNet121_Chexpert_BCE_E10_B128
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• DenseNet121_Chexpert_BCE_E10_B128 checkpoint
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• DenseNet121_Chexpert_BCE_E20_B32
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_AugAffine_U66_D256_DS9505_2LR1_LF5_SGD_Upsampled_1
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_2LR1_LF5_SGD_Upsampled
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_AugAffine_Uones_D256_DS9505_2LR1_LF5_SGD_Upsampled_1
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_D256_DS9505_1LR1_SGD
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_D256_DS9505_2LR1_LF5_SGD
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_D256_DS9505_2LR4
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_D256_DS9505_2LR4_LF5
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_Uones_D256_DS9505_2LR1_LF5_SGD_1
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• DenseNet121_Chexpert_BCE_E3_B32_C0_N12_Uones_D256_DS9505_2LR1_LF5_SGD_Upsampled_1
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• DenseNet121_Chexpert_BCE_E3_B32_C1_N12
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• DenseNet121_Chexpert_BCE_E4_B52_C0_N12_D256_DS9505_LR1_SGD
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• DenseNet121_Chexpert_BCE_E4_B52_C0_N12_D256_DS9505_LR2_SGD
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• DenseNet121_Chexpert_BCE_E5_B32_C0_N12_D256_DS9010_LR4
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• DenseNet121_Chexpert_BCE_E5_B32_C0_N12_D256_DS9505_LR4_Failed_2
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• DenseNet121_Chexpert_BCE_E5_B32_C0_N5_D256_DS9010_LR4_Failed
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• DenseNet121_Chexpert_BCE_E5_B32_C0_N5_D256_DS9505_LR4
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• DenseNet121_Chexpert_BCE_E5_B32_C0_N5AugAf_D256_DS9010_LR4_ValAug
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• DenseNet121_Chexpert_BCE_E5_B32_C0_N5D256_DS100_LR4
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• DenseNet121_Chexpert_BCE_E5_B32_C1_N5
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• DenseNet121_Chexpert_BCE_E5_B32_C1_N5_CTCOMP
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• DenseNet121_Chexpert_BCE_E5_B52_C0_N5_D256_DS9505_LR4
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• DenseNet121_Chexpert_CWBCE_E10_B32_C1_N13
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• DenseNet121_Chexpert_CWBCE_E10_B32_C1_N14_Masked_NoNan
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• DenseNet121_Chexpert_CWBCE_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_1LR1_LF5_SGD_Upsampled
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• DenseNet121_Chexpert_CWBCE_E5_B32_C0_N12_D256_Masked_NoFinding
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• DenseNet121_Chexpert_CWBCE_E9_B32_C0_N12_D320_Masked_NoFinding
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• DenseNet121_Chexpert_CWBCE_L1Normed_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_1LR1_LF5_SGD_Upsampled
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• DenseNet121_Chexpert_CWBCE_L1Normed_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_2LR4_LF5_Adam_Upsampled
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• DenseNet121_Chexpert_CWBCE_L1Normed_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_5LR1_LF1_SGD_Upsampled
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• DenseNet121_Chexpert_WBCE_E10_B32_C1_N12
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• DenseNet121_Chexpert_WBCE_E20_B32
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• DenseNet121_Chexpert_WBCE_E20_B32_C1
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• DenseNet121_Chexpert_WBCE_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_1LR1_LF5_SGD_Upsampled
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• DenseNet121_Chexpert_WBCE_E3_B32_C0_N12_AugAffine_U75_D256_DS9505_2LR1_LF5_SGD_Upsampled
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• DenseNet121_CWBCE_E20_B32
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• Disease Dependencies
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• Docker
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• Ensemble
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• Evaluation
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• Experiment Logging
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• Final Results
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• Future Work
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• Guendel19_Chexpert_CWBCE_E20_B32
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• InceptionV3_Chexpert_BCE_E10_B128
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• InceptionV3_Chexpert_BCE_E30_B32_C0
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• InceptionV3_Chexpert_CWBCE_E10_B32_C1_N12
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• InceptionV3_Chexpert_CWBCE_E10_B32_C1_N13
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• InceptionV3_Chexpert_CWBCE_E10_B32_C1_N14_Masked_NoNan
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• InceptionV3_Chexpert_CWBCE_E20_B32_C1
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• InceptionV3_Chexpert_CWBCE_E30_B32_C0
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• InceptionV3_Chexpert_WBCE_E10_B32_C1_N12
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• InceptionV3_Chexpert_WBCE_E10_B32_C1_N12 checkpoint
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• InceptionV3_Chexpert_WBCE_E10_B32_C1_N13
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• InceptionV3_Chexpert_WBCE_E20_B32_C1
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• InceptionV3_Chexpert_WBCE_E30_B32_C0
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• Input Image Scaling
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• Learnings & Challenges
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• Meeting 06.08.20
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• Meeting 07.04.20
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• Meeting 14.05.20
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• Meeting 15.06.20
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• Meeting 17.04.20
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• Meeting 20.08.20
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• Meeting 22.07.20
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• Meeting 28.05.20
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• Meeting 28.08.2020
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• Meeting 30.04.20
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• Overview
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• Preprocessing
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• pretrained_DN_dependency
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• Remote Access (Jupyter and Tensorboard)
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• ResNet152V2_Chexpert_BCE_E10_B8
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• ResNet152V2_Chexpert_BCE_E30_B32_C0
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• Training on GPUs
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• Uncertainty Encoding
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• Visualizing Predictions
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