| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | Nov 17, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images | Jun 25, 2024 | PrognosisSurvival Analysis | CodeCode Available | 1 | 5 |
| CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-training | Oct 27, 2023 | Self-Supervised LearningTransfer Learning | CodeCode Available | 1 | 5 |
| DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification | Jul 11, 2024 | Diagnosticwhole slide images | CodeCode Available | 1 | 5 |
| Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction | May 13, 2022 | Inductive BiasMultiple Instance Learning | CodeCode Available | 1 | 5 |
| Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification | Mar 19, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Edge-competing Pathological Liver Vessel Segmentation with Limited Labels | Aug 1, 2021 | Segmentationwhole slide images | CodeCode Available | 1 | 5 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 | 5 |
| Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features | Mar 12, 2024 | whole slide images | CodeCode Available | 1 | 5 |
| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 | 5 |
| Combining Graph Neural Network and Mamba to Capture Local and Global Tissue Spatial Relationships in Whole Slide Images | Jun 5, 2024 | Graph Neural NetworkMamba | CodeCode Available | 1 | 5 |
| EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control | Apr 30, 2020 | ClusteringDeep Learning | CodeCode Available | 1 | 5 |
| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 | 5 |
| PanNuke Dataset Extension, Insights and Baselines | Mar 24, 2020 | Selection biaswhole slide images | CodeCode Available | 1 | 5 |
| Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images | Dec 11, 2023 | Federated Learningwhole slide images | CodeCode Available | 1 | 5 |
| Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep Learning on Primary Tumor Biopsy Slides | Dec 4, 2021 | Multiple Instance LearningSpecificity | CodeCode Available | 1 | 5 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 | 5 |
| MoME: Mixture of Multimodal Experts for Cancer Survival Prediction | Jun 14, 2024 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 | 5 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 | 5 |
| CoNIC Challenge: Pushing the Frontiers of Nuclear Detection, Segmentation, Classification and Counting | Mar 11, 2023 | Nuclear SegmentationSegmentation | CodeCode Available | 1 | 5 |
| A Survey of Pathology Foundation Model: Progress and Future Directions | Apr 5, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 1 | 5 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 | 5 |
| SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification | Mar 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 | 5 |
