Contact and support
Need help, have a question, or want to contact the ResearchHub team?
© 2026 ResearchHub. Built for responsible scholarly connection.
Privacy-aware community infrastructureResearch graph
References from ST-DISTAL: Dual-Branch Graph Convolution with Distributional Alignment for Cell-Type Deconvolution. Local targets link to admitted publications; unresolved targets remain external evidence.
Single-cell and spatial transcriptomics enables probabilistic inference of cell type topography
10.1038/s42003-020-01247-y · 2020 · External reference
10.1016/j.cell.2019.11.025
10.1016/j.cell.2019.11.025 · External reference
Unresolved reference
External reference
Deep learning and alignment of spatially resolved single-cell transcriptomes with Tangram
10.1038/s41592-021-01264-7 · 2021 · External reference
10.1038/s41587-021-00830-w
10.1038/s41587-021-00830-w · External reference
Development and validation of a CAF-related signature for prognosis and therapy response in colorectal cancer: new insights on HSPB1
10.1038/s41698-025-01217-9 · 2025 · External reference
NLSDeconv: an efficient cell-type deconvolution method for spatial transcriptomics data
2025 · External reference
Single-cell transcriptome analysis maps the developmental track of the human heart
10.1016/j.celrep.2019.01.079 · 2019 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
10.1089/cmb.2024.0532
10.1089/cmb.2024.0532 · External reference
Robust Spatial Cell-Type Deconvolution with Qualitative Reference for Spatial Transcriptomics
10.1002/smtd.202401145 · 2025 · External reference
10.1038/s41586-019-1049-y
10.1038/s41586-019-1049-y · External reference
10.1038/s41576-023-00586-w
10.1038/s41576-023-00586-w · External reference
Semi-supervised classification with graph convolutional networks
2016 · External reference
10.1038/s41587-021-01139-4
10.1038/s41587-021-01139-4 · External reference
A system for massively parallel hyperparameter tuning
2020 · External reference
10.1186/s13059-024-03353-0
10.1186/s13059-024-03353-0 · External reference
Tune: A research platform for distributed model selection and training
2018 · External reference
10.1186/s13059-024-03416-2
10.1186/s13059-024-03416-2 · External reference
Spatially informed clustering, integration, and deconvolution of spatial transcriptomics with GraphST
10.1038/s41467-023-36796-3 · 2023 · External reference
Single-cell in situ rna profiling by sequential hybridization
10.1038/nmeth.2892 · 2014 · External reference
10.1038/s41587-022-01273-7
10.1038/s41587-022-01273-7 · External reference
Deconvolution of spatial transcriptomics data via graph contrastive learning and partial least square regression
2025 · External reference
10.1126/science.aau5324
10.1126/science.aau5324 · External reference
Museum of spatial transcriptomics
10.1038/s41592-022-01409-2 · 2022 · External reference
High-definition spatial transcriptomic profiling of immune cell populations in colorectal cancer
10.1038/s41588-025-02193-3 · 2025 · External reference
10.1038/s41586-021-03634-9
10.1038/s41586-021-03634-9 · External reference
10.1126/science.aaw1219
10.1126/science.aaw1219 · External reference
Spatially aware dimension reduction for spatial transcriptomics
10.1038/s41467-022-34879-1 · 2022 · External reference
10.1126/science.aaf2403
10.1126/science.aaf2403 · External reference
10.1093/bioinformatics/btp324
10.1093/bioinformatics/btp324 · External reference
SpatialPrompt: spatially aware scalable and accurate tool for spot deconvolution and domain identification in spatial transcriptomics
10.1038/s42003-024-06349-5 · 2024 · External reference
Precise gene expression deconvolution in spatial transcriptomics with STged
10.1093/nar/gkaf087 · 2025 · External reference
High-definition spatial transcriptomics for in situ tissue profiling
10.1038/s41592-019-0548-y · 2019 · External reference
10.1016/j.ygeno.2023.110671
10.1016/j.ygeno.2023.110671 · External reference
Deconvolution and inference of spatial communication through optimization algorithm for spatial transcriptomics
10.1038/s42003-025-07625-8 · 2025 · External reference
10.1073/pnas.1912459116
10.1073/pnas.1912459116 · External reference
10.1093/bib/bbae130
10.1093/bib/bbae130 · External reference
LETSmix: a spatially informed and learning-based domain adaptation method for cell-type deconvolution in spatial transcriptomics
10.1186/s13073-025-01442-8 · 2025 · External reference
Spatial transcriptomics deconvolution at single-cell resolution using Redeconve
10.1038/s41467-023-43600-9 · 2023 · External reference
