Article
Mixed Effects Machine Learning Models for Colon Cancer Metastasis Prediction using Spatially Localized Immuno-Oncology Markers
2021-08-02
Abstract excerpt
Spatially resolved characterization of the transcriptome and proteome promises to provide further clarity on cancer pathogenesis and etiology, which may inform future clinical practice through classifier development for clinical outcomes. However, batch effects may potentially obscure the ability of machine learning methods to derive complex associations within spatial omics data. Profiling thirty-five stage three...
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Identifiers and source
- Literature Corpus work
- 7238de47-3d5e-5011-8f1e-5f88b4c1307d
- DOI
- 10.1101/2021.08.01.454649