Dual-Path Knowledge-Augmented Contrastive Alignment Network for Spatially Resolved Transcriptomics
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Wei, Chu, Jiajun, Liu, Xinci, Tong, Chen, Li, Xinyue |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Imaging-anchored Multiomics in Cardiovascular Disease: Integrating Cardiac Imaging, Bulk, Single-cell, and Spatial Transcriptomics
by: Le, Minh H. N., et al.
Published: (2026)
by: Le, Minh H. N., et al.
Published: (2026)
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
by: Zhu, Sichen, et al.
Published: (2025)
by: Zhu, Sichen, et al.
Published: (2025)
SPATIA: Multimodal Generation and Prediction of Spatial Cell Phenotypes
by: Kong, Zhenglun, et al.
Published: (2025)
by: Kong, Zhenglun, et al.
Published: (2025)
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
by: Guo, Zhengrui, et al.
Published: (2024)
by: Guo, Zhengrui, et al.
Published: (2024)
Neural Proteomics Fields for Super-resolved Spatial Proteomics Prediction
by: Zhao, Bokai, et al.
Published: (2025)
by: Zhao, Bokai, et al.
Published: (2025)
Grounded Multimodal Retrieval-Augmented Drafting of Radiology Impressions Using Case-Based Similarity Search
by: Samanta, Himadri S
Published: (2026)
by: Samanta, Himadri S
Published: (2026)
Automating tumor-infiltrating lymphocyte assessment in breast cancer histopathology images using QuPath: a transparent and accessible machine learning pipeline
by: Tafavvoghi, Masoud, et al.
Published: (2025)
by: Tafavvoghi, Masoud, et al.
Published: (2025)
DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset
by: Pan, Liangrui, et al.
Published: (2025)
by: Pan, Liangrui, et al.
Published: (2025)
LiteMedCoT-VL: Parameter-Efficient Adaptation for Medical Visual Question Answering
by: Ma, Runze, et al.
Published: (2026)
by: Ma, Runze, et al.
Published: (2026)
Generative Plant Growth Simulation from Sequence-Informed Environmental Conditions
by: Debbagh, Mohamed, et al.
Published: (2024)
by: Debbagh, Mohamed, et al.
Published: (2024)
Fully Automated Deep Learning Based Glenoid Bone Loss Measurement and Severity Stratification on 3D CT in Shoulder Instability
by: Liu, Zhonghao, et al.
Published: (2025)
by: Liu, Zhonghao, et al.
Published: (2025)
Identity-Aware U-Net: Fine-grained Cell Segmentation via Identity-Aware Representation Learning
by: Xiao, Rui
Published: (2026)
by: Xiao, Rui
Published: (2026)
Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Lung Nodule Malignancy Prediction
by: Zhuang, Luoting, et al.
Published: (2025)
by: Zhuang, Luoting, et al.
Published: (2025)
Selective Diabetic Retinopathy Screening with Accuracy-Weighted Deep Ensembles and Entropy-Guided Abstention
by: Lin, Jophy
Published: (2025)
by: Lin, Jophy
Published: (2025)
A motion-based compression algorithm for resource-constrained video camera traps
by: Ratnayake, Malika Nisal, et al.
Published: (2024)
by: Ratnayake, Malika Nisal, et al.
Published: (2024)
Zero-shot Shark Tracking and Biometrics from Aerial Imagery
by: Lalgudi, Chinmay K, et al.
Published: (2025)
by: Lalgudi, Chinmay K, et al.
Published: (2025)
SuperAnimal pretrained pose estimation models for behavioral analysis
by: Ye, Shaokai, et al.
Published: (2022)
by: Ye, Shaokai, et al.
Published: (2022)
Glaucoma Detection and Structured OCT Report Generation via a Fine-tuned Multimodal Large Language Model
by: Jalili, Jalil, et al.
Published: (2025)
by: Jalili, Jalil, et al.
Published: (2025)
Leveraging Transfer Learning and Multiple Instance Learning for HER2 Automatic Scoring of H\&E Whole Slide Images
by: Abdulsadig, Rawan S., et al.
Published: (2024)
by: Abdulsadig, Rawan S., et al.
Published: (2024)
CT-Less Attenuation Correction Using Multiview Ensemble Conditional Diffusion Model on High-Resolution Uncorrected PET Images
by: St-Georges, Alexandre, et al.
Published: (2025)
by: St-Georges, Alexandre, et al.
Published: (2025)
EAP4EMSIG -- Enhancing Event-Driven Microscopy for Microfluidic Single-Cell Analysis
by: Friederich, Nils, et al.
Published: (2025)
by: Friederich, Nils, et al.
Published: (2025)
CNN-ViT Fusion with Adaptive Attention Gate for Brain Tumor MRI Classification: A Hybrid Deep Learning Model
by: Hasnain, Syed Ibad, et al.
Published: (2026)
by: Hasnain, Syed Ibad, et al.
Published: (2026)
QuST: QuPath Extension for Integrative Whole Slide Image and Spatial Transcriptomics Analysis
by: Huang, Chao-Hui, et al.
Published: (2024)
by: Huang, Chao-Hui, et al.
Published: (2024)
Transferring Spatial Filters via Tangent Space Alignment in Motor Imagery BCIs
by: Gunasar, Tekin, et al.
Published: (2025)
by: Gunasar, Tekin, et al.
Published: (2025)
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification
by: Kormann, Niklas, et al.
Published: (2025)
by: Kormann, Niklas, et al.
Published: (2025)
MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics
by: Xu, Kaichen, et al.
Published: (2024)
by: Xu, Kaichen, et al.
Published: (2024)
Advancing High Resolution Vision-Language Models in Biomedicine
by: Chen, Zekai, et al.
Published: (2024)
by: Chen, Zekai, et al.
Published: (2024)
TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots
by: Liu, Tianyu, et al.
Published: (2025)
by: Liu, Tianyu, et al.
Published: (2025)
Adaptive Spatial Transcriptomics Interpolation via Cross-modal Cross-slice Modeling
by: Que, NingFeng, et al.
Published: (2025)
by: Que, NingFeng, et al.
Published: (2025)
SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction
by: Chen, Ying, et al.
Published: (2024)
by: Chen, Ying, et al.
Published: (2024)
GenCellAgent: Generalizable, Training-Free Cellular Image Segmentation via Large Language Model Agents
by: Yu, Xi, et al.
Published: (2025)
by: Yu, Xi, et al.
Published: (2025)
Foundation Models in Biomedical Imaging: Turning Hype into Reality
by: Muneer, Amgad, et al.
Published: (2025)
by: Muneer, Amgad, et al.
Published: (2025)
Histopathology Based AI Model Predicts Anti-Angiogenic Therapy Response in Renal Cancer Clinical Trial
by: Jasti, Jay, et al.
Published: (2024)
by: Jasti, Jay, et al.
Published: (2024)
Divide and Conquer Self-Supervised Learning for High-Content Imaging
by: Farndale, Lucas, et al.
Published: (2025)
by: Farndale, Lucas, et al.
Published: (2025)
Morphological Profiling for Drug Discovery in the Era of Deep Learning
by: Tang, Qiaosi, et al.
Published: (2023)
by: Tang, Qiaosi, et al.
Published: (2023)
Nellie: Automated organelle segmentation, tracking, and hierarchical feature extraction in 2D/3D live-cell microscopy
by: Lefebvre, Austin E. Y. T., et al.
Published: (2024)
by: Lefebvre, Austin E. Y. T., et al.
Published: (2024)
FaceDig: Automated tool for placing landmarks on facial portraits for geometric morphometrics users
by: Kleisner, Karel, et al.
Published: (2024)
by: Kleisner, Karel, et al.
Published: (2024)
Can virtual staining for high-throughput screening generalize?
by: Tonks, Samuel, et al.
Published: (2024)
by: Tonks, Samuel, et al.
Published: (2024)
Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and Classification
by: Vadori, Valentina, et al.
Published: (2025)
by: Vadori, Valentina, et al.
Published: (2025)
Vision Foundry: A System for Training Foundational Vision AI Models
by: Gokmen, Mahmut S., et al.
Published: (2025)
by: Gokmen, Mahmut S., et al.
Published: (2025)
Similar Items
-
Imaging-anchored Multiomics in Cardiovascular Disease: Integrating Cardiac Imaging, Bulk, Single-cell, and Spatial Transcriptomics
by: Le, Minh H. N., et al.
Published: (2026) -
Diffusion Generative Modeling for Spatially Resolved Gene Expression Inference from Histology Images
by: Zhu, Sichen, et al.
Published: (2025) -
SPATIA: Multimodal Generation and Prediction of Spatial Cell Phenotypes
by: Kong, Zhenglun, et al.
Published: (2025) -
FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification
by: Guo, Zhengrui, et al.
Published: (2024) -
Neural Proteomics Fields for Super-resolved Spatial Proteomics Prediction
by: Zhao, Bokai, et al.
Published: (2025)