Page Index - TobiasSchmidtDE/DeepL-MedicalImaging GitHub Wiki

89 page(s) in this GitHub Wiki:

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