Image de couverture de livre

MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ganguly, Aniruddha, Chatterjee, Debolina, Huang, Wentao, Zhang, Jie, Yurovsky, Alisa, Johnson, Travis Steele, Chen, Chao
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

RankByGene: Gene-Guided Histopathology Representation Learning Through Cross-Modal Ranking Consistency
par: Huang, Wentao, et autres
Publié: (2024)

PEaRL: Pathway-Enhanced Representation Learning for Gene and Pathway Expression Prediction from Histology
par: Majumder, Sejuti, et autres
Publié: (2025)

Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis
par: Shi, Jun, et autres
Publié: (2024)

Integrative Graph-Transformer Framework for Histopathology Whole Slide Image Representation and Classification
par: Shi, Zhan, et autres
Publié: (2024)

Deformable Attention Graph Representation Learning for Histopathology Whole Slide Image Analysis
par: Fu, Mingxi, et autres
Publié: (2025)

Anonymization of Whole Slide Images in Histopathology for Research and Education
par: Bisson, Tom, et autres
Publié: (2022)

Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images
par: Hallemeesch, Max, et autres
Publié: (2025)

Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images
par: Han, Minghao, et autres
Publié: (2024)

Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis
par: Li, Jiawen, et autres
Publié: (2024)

Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images
par: Song, Yaxuan, et autres
Publié: (2025)

Hard Negative Sample Mining for Whole Slide Image Classification
par: Huang, Wentao, et autres
Publié: (2024)

Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis
par: Zhao, Weiqin, et autres
Publié: (2024)

Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
par: Li, Honglin, et autres
Publié: (2024)

Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images
par: Patil, Abhijeet, et autres
Publié: (2024)

MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation
par: Xu, Meilong, et autres
Publié: (2025)

Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal
par: Zhu, Xinyu, et autres
Publié: (2024)

Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis
par: Ling, Xitong, et autres
Publié: (2024)

Hierarchical Multi-Scale Graph Learning with Knowledge-Guided Attention for Whole-Slide Image Survival Analysis
par: Xu, Bin, et autres
Publié: (2026)

Covid-19, Older Adults and the Ageing Society
par: Chatterjee, Suhita Chopra, et autres
Publié: (2023)

Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images
par: Mallya, Mayur, et autres
Publié: (2024)

GNN-ViTCap: GNN-Enhanced Multiple Instance Learning with Vision Transformers for Whole Slide Image Classification and Captioning
par: Raju, S M Taslim Uddin, et autres
Publié: (2025)

Deep Learning-Based Segmentation of Whole-Slide Histopathology Images for Breast Cancer Diagnosis
par: Elena Rodriguez-Gonzalez, et autres
Publié: (2025)

Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images
par: Wang, Zhikang, et autres
Publié: (2024)

Continual Multiple Instance Learning with Enhanced Localization for Histopathological Whole Slide Image Analysis
par: Lee, Byung Hyun, et autres
Publié: (2025)

Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
par: Shui, Zhongyi, et autres
Publié: (2025)

Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models
par: Alfasly, Saghir, et autres
Publié: (2024)

RetMIL: Retentive Multiple Instance Learning for Histopathological Whole Slide Image Classification
par: Chu, Hongbo, et autres
Publié: (2024)

An optimal replacement policy under variable shocks and self-healing patterns
par: Chatterjee, Debolina, et autres
Publié: (2024)

SIGMMA: Hierarchical Graph-Based Multi-Scale Multi-modal Contrastive Alignment of Histopathology Image and Spatial Transcriptome
par: Jeong, Dabin, et autres
Publié: (2025)

From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer
par: Yang, Zijiang, et autres
Publié: (2024)

MERGE: Minimal Expression-Replacement GEneralization Test for Natural Language Inference
par: Zgreabăn, Mădălina, et autres
Publié: (2025)

HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification
par: Jin, Cheng, et autres
Publié: (2024)

Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology
par: Das, Amit, et autres
Publié: (2024)

Multimodal Distillation-Driven Ensemble Learning for Long-Tailed Histopathology Whole Slide Images Analysis
par: Ling, Xitong, et autres
Publié: (2025)

HiFusion: Hierarchical Intra-Spot Alignment and Regional Context Fusion for Spatial Gene Expression Prediction from Histopathology
par: Weng, Ziqiao, et autres
Publié: (2025)

Predicting the Recurrence of Sporadic Odontogenic Keratocyst Using Whole‐Slide Histopathology Images With the Hybrid Encoder Iterative Attention Convolution Model
par: Samahit Mohanty, et autres
Publié: (2025)

GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
par: Wang, Mengbo, et autres
Publié: (2025)

PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis
par: Buzzard, Zak, et autres
Publié: (2024)

SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification
par: Bai, Yu, et autres
Publié: (2025)

SGA ‐U‐Net‐Based Histopathological Assistive Diagnosis for Wilms Tumor Using Whole Slide Images
par: Zhenzhen Wan, et autres
Publié: (2025)