Biomedical Engineering | Computational Biology | Developmental Biology Learning Dynamics from Multicellular Graphs with Deep Neural Networks. February 12, 2024
Pathology Spatial Omics Driven Crossmodal Pretraining Applied to Graph-based Deep Learning for Cancer Pathology Analysis. December 31, 2023
Performance Analysis | Sports Medicine Analysis of contextualized intensity in Men’s elite handball using graph-based deep learning. October 18, 2023
Bioinformatics | Genetics GraphCpG: Imputation of Single-cell Methylomes Based on Locus-aware Neighboring Subgraphs. August 30, 2023
Bioinformatics | Pharmacology iEdgeDTA: integrated edge information and 1D graph convolutional neural networks for binding affinity prediction. August 28, 2023
Pathology Spatial Omics Driven Crossmodal Pretraining Applied to Graph-based Deep Learning for Cancer Pathology Analysis. August 14, 2023
Chemical Engineering | Material Science Not from Scratch: Predicting Thermophysical Properties through Model-Based Transfer Learning Using Graph Convolutional Networks. October 31, 2022
Chemistry | Machine Learning | Thermodynamics Deep Learning-Based Increment Theory for Formation Enthalpy Predictions. October 11, 2022
Bioinformatics | Molecular Biology | Pharmacology Deep learning-driven prediction of drug mechanism of action from large-scale chemical-genetic interaction profiles. March 13, 2022
Computational Drug Discovery | Pharmaceutical Sciences An effective self-supervised framework for learning expressive molecular global representations to drug discovery. May 3, 2021