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ROI TILs quantification project

[TBD] Requirements and Docker container

Repository structure

Folders:

roi_segmentation: [TBD] models and supplementary files for training and running region of interest (ROI) segmentation on downsampled whole-slide images (WSIs)

qc_classificator: models and supplementary files for training and running classifier for quality control (QC) procedure

til_quantification: [TBD] scripts for patch inference, based on project

Scripts:

1_extract_patches.py - patch extraction scripts from WSI, based on provided tumor contours

2_prepare_patches.py - rename and copy files for next step

3_qc.py - quality control procedure to filter out nectoric and lung tissue patches

4_infer.py - [TBD] quantify cells in selected patches

5_stats.py - summarize TILs quantification results

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