Bioinformatics | Pathology | Transcriptomics A contrastive learning approach to integrate spatial transcriptomics and histological images. May 6, 2024
Environmental Health | Epidemiology | Population Neuroscience Integrating the Physical Environment Within a Population Neuroscience Perspective. May 1, 2024
Oncology | Pathology | Radiology Building Flexible, Scalable, and Machine Learning-Ready Multimodal Oncology Datasets. March 13, 2024
Bioinformatics | Computational Biology | Genomics InClust+: the deep generative framework with mask modules for multimodal data integration, imputation, and cross-modal generation. January 24, 2024
Other scDREAMER for atlas-level integration of single-cell datasets using deep generative model paired with adversarial classifier. November 27, 2023
Bioinformatics | Genetics scGAMNN: Graph Antoencoder-Based Single-Cell RNA Sequencing Data Integration Algorithm Using Mutual Nearest Neighbors. September 1, 2023
Biomedical Informatics | Computational Biology | Systems Biology Multimodal deep learning approaches for single-cell multi-omics data integration. August 31, 2023
Other Contrastively generative self-expression model for single-cell and spatial multimodal data. July 28, 2023
Bioinformatics | Genomics | Oncology Data integration and mechanistic modelling for breast cancer biology: Current state and future directions. August 29, 2022
Biomedical Big Data | Clinical Informatics | Medical Genomics Introduction of medical genomics and clinical informatics integration for p-Health care. August 25, 2022
Data Integration | Health Informatics | Machine Learning Proposal of Semantic Annotation for German Metadata Using Bidirectional Recurrent Neural Networks. May 25, 2022
Oncology | Pathology Cancer Type Classification in Liquid Biopsies Based on Sparse Mutational Profiles Enabled through Data Augmentation and Integration. January 21, 2022