Gradient boosting regression and convolution improve deconvolution of bulk transcriptomes
Maik Wolfram-Schauerte, Thomas Vogel, Laura Achauer, Sara Maria Fälth Savitski, Hanati Tuoken, Eric J. Simon, Kay Nieselt
GrooD improves bulk transcriptome deconvolution using gradient boosting and convolution, showing better performance and interpretability on human blood samples from sepsis patients.
bioRxiv · Mar 5, 2026 · PreprintBioinformatics