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Provide theorethical introduction about

Status: Open.

#10 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 29, 2024

Support k-fold cross-validation

Status: Open.

#9 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Enable automated display of the algorithm output in the validation epoch, including saving such outputs to persistent storage.

Status: Open.

#8 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Set all hyperparameters (of augmentation; size of a patch, threshold for getting binary mask from probabilities) in a struct or dictionary to enable hyperparameter tuning.

Status: Open.

#7 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Add basic post-processing like the largest connected component analysis.

Status: Open.

#6 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Calculate median and mean spacing and enable applying resampling to the median or mean spacing of the dataset

Status: Open.

#5 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Add patch-based data loading with probabilistic oversampling.

Status: Open.

#4 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Enable invertible augmentations and support test time augmentations.

Status: Open.

#3 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024

Integrate augmentations like rotations recalling gamma etc.

Status: Open.

#2 In JuliaHealth/MedPipe3D.jl;

· jakubMitura14 opened on Mar 13, 2024