sam-may zephyr issues - Githubissues

sam-may / zephyr

Pneumonia segmentation model for CT scans. To be used in the context of covid-19 studies.

MIT License

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Updated comparison framework, fixed CNN augmentations, bugfixes

#31 jkguiang closed 4 years ago
0
Add MC cross validation uncertainty bands to ROC curves

#30 sam-may closed 4 years ago
0
Incorporate NLST data into lung nodules study

#29 jkguiang opened 4 years ago
1
Made the lung nodules CNN classifier less bad

#28 jkguiang closed 4 years ago
0
Batch submission

#27 sam-may closed 4 years ago
1
Investigate CORADS-AI Model

#26 jkguiang opened 4 years ago
0
Stacked plot of 3D CNN input

#25 jkguiang opened 4 years ago
0
Adding lung nodule annotations preprocessing script

#24 jkguiang closed 4 years ago
1
Added common slice plots

#23 jkguiang closed 4 years ago
0
3D CNN for Lung Nodule Classification

#22 sam-may opened 4 years ago
0
Lung nodule data prep

#21 sam-may opened 4 years ago
0
changes for 3D-model

#20 Amirkhan73 opened 4 years ago
0
Extra slice step, generators module, bugfixes

#19 jkguiang closed 4 years ago
0
More plots, multiple trainings, bugfixes

#18 jkguiang closed 4 years ago
0
Implement CLI options for loss functions and hyperparameters

#17 sam-may closed 4 years ago
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Modular codebase restructure

#16 jkguiang closed 4 years ago
0
Loss functions

#15 sam-may closed 4 years ago
1
Adapt framework for use with the Lung Nodules study

#14 sam-may closed 4 years ago
1
Set up job submission to GPUs on OSG

#13 sam-may opened 4 years ago
0
Comparisons framework

#12 jkguiang closed 4 years ago
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Fix issue with russia cohort being upside down

#11 sam-may closed 4 years ago
2
Implement generic comparison framework

#10 sam-may opened 4 years ago
3
restructured TrainHelper

#9 jkguiang closed 4 years ago
0
3D Model

#8 Amirkhan73 closed 4 years ago
0
2.5d Implementation, Reorganization, & Pep8

#7 jkguiang closed 4 years ago
2
Modified U-Net Architectures

#6 sam-may opened 4 years ago
0
Incorporate lung segmentation model

#5 sam-may opened 4 years ago
0
Non-uniform sampling strategies

#4 sam-may opened 4 years ago
0
Comparison of loss functions

#3 sam-may opened 4 years ago
0
Standardize orientation of input images

#2 sam-may opened 4 years ago
0
Compare performance of 2.5d model and 2d model

#1 sam-may opened 4 years ago
1