May 02, 2022 article Open access Multi-omics single-cell data integration and regulatory inference with graph-linked embedding Nature Biotechnology DOI: 10.1038/s41587-022-01284-4 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 13 stored of 659 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access AtlasOT - The Fused Unbalanced Gromov-Wasserstein for Multimodal Integration of Disease Atlases 2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 0 citations SpatialCOC: an integrative framework for spatial continuous mapping and cross-omics correction in spatial multi-omics data 2026 Nature Communications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 1 citations Advancing Cardiovascular Research With Single-Cell and Spatial Transcriptomics 2026 Circulation Research article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics 12 citations Perspectives on Advancing Multimodal Learning in Environmental Science and Engineering Studies 2024 Environmental Science & Technology article Computer Science Multimodal Machine Learning Applications 30 citations scDecorr - Feature decorrelation representation learning with domain adaptation enables self-supervised alignment of multiple single-cell experiments 2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 0 citations Spatial multi-omics: novel tools to study the complexity of cardiovascular diseases 2024 Genome Medicine article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 106 citations Extending the landscape of omics technologies by pathomics 2023 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 79 citations Integration of a multi-omics stem cell differentiation dataset using a dynamical model 2023 PLoS Genetics article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access 15 citations Use of Computation Ecosystems to Analyze the Kidney-Heart Crosstalk 2023 Circulation Research article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks 11 citations Best practices for single-cell analysis across modalities 2023 Nature Reviews Genetics review Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access cited by 7 patents 1,043 citations Discovery of drug–omics associations in type 2 diabetes with generative deep-learning models 2023 Nature Biotechnology article Biochemistry, Genetics and Molecular Biology Bioinformatics and Genomic Networks Open access 109 citations scTopoGAN: unsupervised manifold alignment of single-cell data 2023 Bioinformatics Advances article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 6 citations scTopoGAN: unsupervised manifold alignment of single-cell data 2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access 1 citations 13 results References 0