| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology | Aug 27, 2024 | feature selectionMultiple Instance Learning | CodeCode Available | 1 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| EXAONEPath 1.0 Patch-level Foundation Model for Pathology | Aug 1, 2024 | modelSelf-Supervised Learning | CodeCode Available | 1 |
| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | 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 |
| Large-vocabulary forensic pathological analyses via prototypical cross-modal contrastive learning | Jul 20, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| DSCENet: Dynamic Screening and Clinical-Enhanced Multimodal Fusion for MPNs Subtype Classification | Jul 11, 2024 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Multimodal contrastive learning for spatial gene expression prediction using histology images | Jul 11, 2024 | Contrastive Learningwhole slide images | CodeCode Available | 1 |
| Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective | Jul 10, 2024 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images | Jun 25, 2024 | PrognosisSurvival Analysis | CodeCode Available | 1 |
| MoME: Mixture of Multimodal Experts for Cancer Survival Prediction | Jun 14, 2024 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| 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 |
| A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification | May 16, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images | Apr 30, 2024 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Knowledge-enhanced Visual-Language Pretraining for Computational Pathology | Apr 15, 2024 | Cross-Modal RetrievalLanguage Modeling | CodeCode Available | 1 |
| Multi-head Attention-based Deep Multiple Instance Learning | Apr 8, 2024 | DiversityMultiple Instance Learning | CodeCode Available | 1 |
| Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images | Mar 15, 2024 | BenchmarkingKnowledge Distillation | CodeCode Available | 1 |
| WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images | Mar 14, 2024 | DecoderSegmentation | CodeCode Available | 1 |
| StainFuser: Controlling Diffusion for Faster Neural Style Transfer in Multi-Gigapixel Histology Images | Mar 14, 2024 | Computational EfficiencyInstance Segmentation | CodeCode Available | 1 |
| Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features | Mar 12, 2024 | whole slide images | CodeCode Available | 1 |
| MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models | Mar 8, 2024 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| Tissue Cross-Section and Pen Marking Segmentation in Whole Slide Images | Jan 24, 2024 | Segmentationwhole slide images | CodeCode Available | 1 |
| SoftCTM: Cell detection by soft instance segmentation and consideration of cell-tissue interaction | Dec 19, 2023 | Cell DetectionInstance Segmentation | CodeCode Available | 1 |
| 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 |
