conftrace_

whole slide image

120 papers

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Also known as

WSI

Co-occurring keywords

multiple instance learning (227) medical imaging (971) computational pathology (37) multi-instance learning (130) graph neural network (3962) weakly supervised learning (1328) whole slide imaging (24) survival prediction (32) representation learning (6206) histopathology image (41)

Papers

MFTrans: A Multi-Resolution Fusion Transformer for Robust Tumor Segmentation in Whole Slide Images WACV 2025
A Survey of Pathology Foundation Model: Progress and Future Directions IJCAI 2025
Evaluation of Virtual Stain Multiplexed CD68 for Macrophage Detection in NSCLC PD-L1 Slides MIDL 2025
CASC-AI: Consensus-aware Self-corrective Learning for Cell Segmentation with Noisy Labels MIDL 2025
Histopathology Image Report Generation by Vision Language Model with Multimodal In-Context Learning MIDL 2025
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification MIDL 2025
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NIPS 2024
Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024
SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification NIPS 2024
Leveraging Tumor Heterogeneity: Heterogeneous Graph Representation Learning for Cancer Survival Prediction in Whole Slide Images NIPS 2024
Free Lunch in Pathology Foundation Model: Task-specific Model Adaptation with Concept-Guided Feature Enhancement NIPS 2024
HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data NIPS 2024
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024
Tumor Micro-environment Interactions Guided Graph Learning for Survival Analysis of Human Cancers from Whole-slide Pathological Images CVPR 2024
SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024
Dynamic Policy-Driven Adaptive Multi-Instance Learning for Whole Slide Image Classification CVPR 2024
Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification AAAI 2024
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024
CaMIL: Causal Multiple Instance Learning for Whole Slide Image Classification AAAI 2024
Boosting Multiple Instance Learning Models for Whole Slide Image Classification: A Model-Agnostic Framework Based on Counterfactual Inference AAAI 2024
Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis CVPR 2024
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024
Modeling Dense Multimodal Interactions Between Biological Pathways and Histology for Survival Prediction CVPR 2024
Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024