Rheumatology Advancing precision rheumatology: applications of machine learning for rheumatoid arthritis management. June 25, 2024
Bioinformatics | Oncology NNBGWO-BRCA marker: Neural Network and binary grey wolf optimization based Breast cancer biomarker discovery framework using multi-omics dataset. June 23, 2024
Bioinformatics | Oncology AVBAE-MODFR: A novel deep learning framework of embedding and feature selection on multi-omics data for pan-cancer classification. May 26, 2024
Bioinformatics | Computational Biology | Genomics MOCAT: multi-omics integration with auxiliary classifiers enhanced autoencoder. March 5, 2024
Bioinformatics | Oncology Deeply integrating latent consistent representations in high-noise multi-omics data for cancer subtyping. March 1, 2024
Bioinformatics | Oncology A multimodal graph neural network framework for cancer molecular subtype classification. January 17, 2024
Bioinformatics | Molecular Biology | Pulmonology GOAT: Gene-level biomarker discovery from multi-Omics data using graph ATtention neural network for eosinophilic asthma subtype. September 23, 2023
Bioinformatics | Data Science | Oncology Deep multi-omics integration by learning correlation-maximizing representation identifies prognostically stratified cancer subtypes. July 10, 2023
Bioinformatics | Data Science | Oncology ProgCAE: a deep learning-based method that integrates multi-omics data to predict cancer subtypes. May 26, 2023
Bioinformatics | Genetics | Machine Learning CLCLSA: Cross-omics Linked embedding with Contrastive Learning and Self Attention for multi-omics integration with incomplete multi-omics data. May 19, 2023
Computational Biology | Oncology CustOmics: A versatile deep-learning based strategy for multi-omics integration. March 6, 2023
Bioinformatics | Machine Learning | Oncology Pancancer survival prediction using a deep learning architecture with multimodal representation and integration. February 27, 2023