DHGCMDA: a dual-view heterogeneous graph contrastive learning framework for miRNA-disease association type prediction. [PDF]
Sun Y +6 more
europepmc +1 more source
Hyper-MDR: An open-world multimodal reasoning framework based on dynamic hypergraph and meta-strategy optimization. [PDF]
Shi J, Huang X, Yuan L.
europepmc +1 more source
PVAED: prior-guided variational autoencoders with diffusion denoising for interpretable single-cell representation learning. [PDF]
Niu Y, Chen Y, Ma W.
europepmc +1 more source
Hypergraph-based contrastive embedding and attention fusion for detection of skin cancer. [PDF]
Banerjee T +5 more
europepmc +1 more source
Clinician-deployable deep hypergraph model integrating clinical and CT radiomics predicts immunotherapy outcomes in NSCLC. [PDF]
Song J +19 more
europepmc +1 more source
Identifying Metabolite-Disease Associations via Messaging in Hypergraphs. [PDF]
Xiao F, Ran Y, Li Z.
europepmc +1 more source
Root-associated protein prediction using a protein large language model and hypergraph convolutional networks. [PDF]
Chen L, Xun X, Zhou B.
europepmc +1 more source
HYG-mol: An Interpretable Multimodal Hypergraph Framework for Molecular Property Prediction. [PDF]
Ma J, Yang Q, Zhang L, Liu H, Zheng Y.
europepmc +1 more source
HyperDeepTAD: a topologically associated domains detection method based on multiway chromatin interaction data and deep learning. [PDF]
Luo J, Liu K, Feng R, Guo F.
europepmc +1 more source
A multi-way SMILES-based hypergraph inference network for metabolic model reconstruction. [PDF]
Zhao Y +8 more
europepmc +1 more source

