LGBMDF: A cascade forest framework with LightGBM for predicting drug-target interactions
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Microbiology"
DOI: 10.3389/fmicb.2022.1092467
Abstract: Prediction of drug-target interactions (DTIs) plays an important role in drug development. However, traditional laboratory methods to determine DTIs require a lot of time and capital costs. In recent years, many studies have shown that… read more here.
Keywords: target interactions; drug target; lgbmdf cascade; drug ... See more keywords
Cascade Forest-Based Model for Prediction of RNA Velocity
Sign Up to like & getrecommendations! Published in 2022 at "Molecules"
DOI: 10.3390/molecules27227873
Abstract: In recent years, single-cell RNA sequencing technology (scRNA-seq) has developed rapidly and has been widely used in biological and medical research, such as in expression heterogeneity and transcriptome dynamics of single cells. The investigation of… read more here.
Keywords: cell; velocity; prediction; model ... See more keywords