2 citations · 3 across the 3 of their papers we have counts for
3 papers
q-bio.CB2024★ 2 cited
Unraveling cell-cell communication with NicheNet by inferring active ligands from transcriptomics data
Chananchida Sang-aram, Robin Browaeys, Ruth Seurinck +1
Ligand-receptor interactions constitute a fundamental mechanism of cell-cell communication and signaling. NicheNet is a well-established computational tool that infers ligand-recep…
cs.LG2023
GroupEnc: encoder with group loss for global structure preservation
David Novak, Sofie Van Gassen, Yvan Saeys
Recent advances in dimensionality reduction have achieved more accurate lower-dimensional embeddings of high-dimensional data. In addition to visualisation purposes, these embeddin…
cs.LG2022★ 1 cited
PDD-SHAP: Fast Approximations for Shapley Values using Functional Decomposition
Arne Gevaert, Yvan Saeys
Because of their strong theoretical properties, Shapley values have become very popular as a way to explain predictions made by black box models. Unfortuately, most existing techni…