Published September 14, 2026
| Version 1.0
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ComboBatch: a benchmark of transcriptomic harmonization methods for follicular lymphoma and DLBCL
Description
Code, metric tables and figures accompanying a systematic benchmark of transcriptomic batch-effect harmonization across 7,174 samples from 88 follicular lymphoma, DLBCL and normal B-cell cohorts spanning 19 platforms. 39 harmonization methods were implemented and 31 evaluated across 14 sample-removal strategies, 3 imputation modes and 2 post-removal variants, scored on 87 metrics in 14 groups, yielding a biomaterial- and platform-conditional decision tree for choosing a harmonization method.
Notes
Files
Nikit357/FL_harmonization-1.0.zip
Additional details
Related works
- Is supplement to
- Software: https://github.com/Nikit357/FL_harmonization/tree/1.0 (URL)
Software
- Repository URL
- https://github.com/Nikit357/FL_harmonization