| Artifact Restoration in Histology Images with Diffusion Probabilistic Models | Jul 26, 2023 | Denoisingwhole slide images | CodeCode Available | 1 | 5 |
| M4: Multi-Proxy Multi-Gate Mixture of Experts Network for Multiple Instance Learning in Histopathology Image Analysis | Jul 24, 2024 | Mixture-of-ExpertsMultiple Instance Learning | CodeCode Available | 1 | 5 |
| HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis | Sep 14, 2023 | Graph Neural NetworkPrognosis | 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 |
| EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology | Jul 28, 2020 | Deep Learningobject-detection | CodeCode Available | 1 | 5 |
| Edge-competing Pathological Liver Vessel Segmentation with Limited Labels | Aug 1, 2021 | Segmentationwhole slide images | CodeCode Available | 1 | 5 |
| End-to-end Multiple Instance Learning with Gradient Accumulation | Mar 8, 2022 | GPUMultiple Instance Learning | CodeCode Available | 1 | 5 |
| WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images | Nov 27, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 | 5 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 | 5 |
| End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma | Jul 20, 2021 | Multiple Instance Learningwhole slide images | 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 |
| 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 |
| EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control | Apr 30, 2020 | ClusteringDeep Learning | CodeCode Available | 1 | 5 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 | 5 |
| A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs | Nov 11, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning | Feb 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| CircleFormer: Circular Nuclei Detection in Whole Slide Images with Circle Queries and Attention | Aug 30, 2023 | DecoderMedical Image Analysis | CodeCode Available | 1 | 5 |
| Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective | Jul 10, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 | 5 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Nov 22, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 1 | 5 |
| From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology | Dec 18, 2023 | Classificationwhole slide images | CodeCode Available | 1 | 5 |
| Adversarial learning of cancer tissue representations | Aug 4, 2021 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 | 5 |
