| A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification | May 16, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation | Nov 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image | Jun 30, 2023 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the Web | Jul 4, 2022 | whole slide images | CodeCode Available | 1 |
| 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 |
| Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jul 20, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Improving Stain Invariance of CNNs for Segmentation by Fusing Channel Attention and Domain-Adversarial Training | Apr 22, 2023 | Semantic Segmentationwhole slide images | CodeCode Available | 1 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features | Mar 12, 2024 | whole slide images | CodeCode Available | 1 |
| Iterative Patch Selection for High-Resolution Image Recognition | Oct 24, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Joint Modelling Histology and Molecular Markers for Cancer Classification | Feb 11, 2025 | Cancer ClassificationPrognosis | CodeCode Available | 1 |
| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning | Jul 20, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| Cross-scale Attention Guided Multi-instance Learning for Crohn's Disease Diagnosis with Pathological Images | Aug 15, 2022 | whole slide images | CodeCode Available | 1 |
| 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 |
| DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification | Jun 17, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| Manifolds for Unsupervised Visual Anomaly Detection | Jun 19, 2020 | Anomaly Detectionwhole slide images | CodeCode Available | 1 |
| WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images | Nov 27, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Mind the Gap: Evaluating Patch Embeddings from General-Purpose and Histopathology Foundation Models for Cell Segmentation and Classification | Feb 4, 2025 | Cell SegmentationDecoder | CodeCode Available | 1 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 |
| Handcrafted Histological Transformer (H2T): Unsupervised Representation of Whole Slide Images | Feb 14, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 |
| A Survey of Pathology Foundation Model: Progress and Future Directions | Apr 5, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 1 |
| Cross-scale Multi-instance Learning for Pathological Image Diagnosis | Apr 1, 2023 | whole slide images | CodeCode Available | 1 |
| MUSTANG: Multi-Stain Self-Attention Graph Multiple Instance Learning Pipeline for Histopathology Whole Slide Images | Sep 19, 2023 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
