conftrace_

spatial transcriptomics

36 papers

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Also known as

ST

Co-occurring keywords

gene expression prediction (11) graph neural network (3962) contrastive learning (4032) gene expression (58) multimodal learning (4645) medical imaging (971) histopathology image (41) representation learning (6206) histology image (7) whole slide image (120)

Papers

HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology AAAI 2026
GATCL: An Adaptive Contrastive Learning Framework Based on MHGAT for Spatial Domain Identification in Spatial Transcriptomics AAAI 2026
ST-LLM: Spatial Transcriptomics Embedding with Large Language Models AAAI 2026
SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics AAAI 2026
Evidence-aware Integration and Domain Identification of Spatial Transcriptomics Data AAAI 2026
Dual-Path Knowledge-Augmented Contrastive Alignment Network for Spatially Resolved Transcriptomics AAAI 2026
SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection AAAI 2026
PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology WACV 2026
Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection AAAI 2026
When Genes Speak: A Semantic-Guided Framework for Spatially Resolved Transcriptomics Data Clustering AAAI 2026
GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026
Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis AAAI 2026
SENCA-st: Integrating Spatial Transcriptomics and Histopathology with Cross Attention Shared Encoder for Region Identification in Cancer Pathology WACV 2026
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images WACV 2026
MagNet: Multi-Level Attention Graph Network for Predicting High-Resolution Spatial Transcriptomics MIDL 2025
Identifying Cellular Niches in Spatial Transcriptomics: An Investigation into the Capabilities of Large Language Models ACL 2025
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025
STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation CVPR 2025
SpotDiff: Spatial Gene Expression Imputation Diffusion with Single-Cell RNA Sequencing Data Integration AAAI 2025
Image-Enhanced Hybrid Encoding with Reinforced Contrastive Learning for Spatial Domain Identification in Spatial Transcriptomics IJCAI 2025
DUSTED: Dual-Attention Enhanced Spatial Transcriptomics Denoiser AAAI 2025
PRAGA: Prototype-aware Graph Adaptive Aggregation for Spatial Multi-modal Omics Analysis AAAI 2025
M2OST: Many-to-one Regression for Predicting Spatial Transcriptomics from Digital Pathology Images AAAI 2025
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025
Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information CVPR 2025