Bioinformatics | Pharmacology TP-LMMSG: a peptide prediction graph neural network incorporating flexible amino acid property representation. June 26, 2024
Biomedicine | Oncology drGAT: Attention-Guided Gene Assessment of Drug Response Utilizing a Drug-Cell-Gene Heterogeneous Network. May 27, 2024
Bioinformatics | Genetics | Oncology CancerGATE: Prediction of cancer-driver genes using graph attention autoencoders. May 14, 2024
Bioinformatics | Computational Biology Predicting Antimicrobial Peptides Using ESMFold-Predicted Structures and ESM-2-Based Amino Acid Features with Graph Deep Learning. May 13, 2024
Oncology | Pathology Prediction of prognosis and treatment response in ovarian cancer patients from histopathology images using graph deep learning: a multicenter retrospective study. January 19, 2024
Neurology | Oncology | Pathology Tumor mutation burden-related histopathological features for predicting overall survival in gliomas using graph deep learning. September 23, 2023
Bioinformatics | Molecular Biology | Structural Biology Graph deep learning locates magnesium ions in RNA. June 9, 2023
Bioinformatics | Computational Biology | Molecular Biology Graph deep learning enabled spatial domains identification for spatial transcriptomics. April 20, 2023
Oncology | Pathology Graph deep learning for the characterization of tumour microenvironments from spatial protein profiles in tissue specimens. November 10, 2022
Polymer Cheminformatics Representing Polymers as Periodic Graphs with Learned Descriptors for Accurate Polymer Property Predictions. November 2, 2022
Oncology | Pathology Derivation of prognostic contextual histopathological features from whole-slide images of tumours via graph deep learning. August 18, 2022
Computer Science | Neurology | Radiology Differentiable Graph Module (DGM) for Graph Convolutional Networks. April 26, 2022