We found that some channels (Ki67, IDO1, PDL1) in the decidua dataset had erroneous labels in the silver standard datasets. To exclude these markers from training I added a filtering functionality, that filters samples with this dataset and marker combination from the training data.
How did you implement your changes
Included a filtering class function in the ModelBuilder class.
What is the purpose of this PR?
We found that some channels (Ki67, IDO1, PDL1) in the decidua dataset had erroneous labels in the silver standard datasets. To exclude these markers from training I added a filtering functionality, that filters samples with this dataset and marker combination from the training data.
How did you implement your changes
Included a filtering class function in the
ModelBuilderclass.Remaining issues None