Identifying potential ligand–receptor interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication ...
Identifying potential ligand–receptor interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication ...
Jul 8, 2024 · In addition to supplementing ligand-receptor databases, MRCLinkdb may provide new perspectives for decoding the intercellular communication and ...
Missing: gradient boosted machine
Identifying potential ligand-receptor interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication ...
... interactions based on gradient boosted neural network and interpretable boosting machine for intercellular communication analysis ... potential ligand–receptor ...
Moreover, we generate adversarial data augmentations that preserve relevant biological backgrounds and improve the interpretability of our model, highlighting ...
Mar 1, 2024 · Based on the accurate LDA prediction performance of LDA-SABC, we used it to find potential lncRNA biomarkers for lung cancer. The results ...
Dec 20, 2023 · The pipeline for LDA prediction with SVD, VGAE and heterogeneous Newton boosting machine (LDA-VGHB). (i) Feature extraction. Features of lncRNAs ...
Mar 18, 2022 · We present REMI (REgularized Microenvironment Interactome), a graph-based algorithm that predicts ligand-receptor (LR) interactions by accounting for LR ...
We screened a collection of essential genes in order to analyze the effect of core cellular processes in asymmetric cell division. This identified a large ...