Oncology | Pathology Dual-stream multi-dependency graph neural network enables precise cancer survival analysis. July 4, 2024
Bioinformatics | Computational Biology gRNAde: Geometric Deep Learning for 3D RNA inverse design. June 3, 2024
Bioinformatics | Computational Biology gRNAde: Geometric Deep Learning for 3D RNA inverse design. June 3, 2024
Chemistry | Machine Learning | Quantum Mechanics Modelling local and general quantum mechanical properties with attention-based pooling. November 29, 2023
Oncology | Pathology Surformer: An interpretable pattern-perceptive survival transformer for cancer survival prediction from histopathology whole slide images. August 12, 2023
Chemistry | Machine Learning | Pharmacology MF-PCBA: Multifidelity High-Throughput Screening Benchmarks for Drug Discovery and Machine Learning. April 14, 2023
Cardiology HARDC : A novel ECG-based heartbeat classification method to detect arrhythmia using hierarchical attention based dual structured RNN with dilated CNN. March 15, 2023
Neurology | Radiology A deep graph neural network architecture for modelling spatio-temporal dynamics in resting-state functional MRI data. May 17, 2022
Cardiology | Radiology End-to-End Deep Learning of Non-rigid Groupwise Registration and Reconstruction of Dynamic MRI. May 16, 2022
Bioinformatics | Drug Discovery Modular multi–source prediction of drug side–effects with DruGNN. May 16, 2022
Bioinformatics | Cell Biology | Genomics CellVGAE: an unsupervised scRNA-seq analysis workflow with graph attention networks. December 5, 2021
Genomics | Transcriptomics Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits. May 28, 2021