| A deep learning framework for efficient pathology image analysis | Feb 18, 2025 | BenchmarkingDeep Learning | CodeCode Available | 4 |
| Molecular-driven Foundation Model for Oncologic Pathology | Jan 28, 2025 | BenchmarkingDiagnostic | CodeCode Available | 4 |
| Evaluating Deep Regression Models for WSI-Based Gene-Expression Prediction | Oct 1, 2024 | Predictionregression | CodeCode Available | 4 |
| Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology | May 19, 2024 | Multiple Instance LearningRepresentation Learning | CodeCode Available | 4 |
| PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology | May 16, 2024 | whole slide images | CodeCode Available | 4 |
| TIAViz: A Browser-based Visualization Tool for Computational Pathology Models | Feb 15, 2024 | whole slide images | CodeCode Available | 4 |
| HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis | Jun 23, 2024 | BenchmarkingRepresentation Learning | CodeCode Available | 3 |
| Rethinking Histology Slide Digitization Workflows for Low-Resource Settings | May 13, 2024 | Deblurringwhole slide images | CodeCode Available | 3 |
| Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification | Oct 14, 2024 | Classificationimage-classification | CodeCode Available | 2 |
| Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology | Sep 14, 2024 | Inductive BiasPrognosis | CodeCode Available | 2 |
| Tissue Concepts: supervised foundation models in computational pathology | Sep 5, 2024 | DiagnosticMulti-Task Learning | CodeCode Available | 2 |
| Multistain Pretraining for Slide Representation Learning in Pathology | Aug 5, 2024 | Representation LearningSelf-Supervised Learning | CodeCode Available | 2 |
| Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation | Jul 26, 2024 | Knowledge DistillationQuestion Answering | CodeCode Available | 2 |
| A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model | Jul 22, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering | Jul 8, 2024 | DiagnosticGenerative Visual Question Answering | CodeCode Available | 2 |
| Multimodal Prototyping for cancer survival prediction | Jun 28, 2024 | PredictionSurvival Prediction | CodeCode Available | 2 |
| AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification | Jun 18, 2024 | Diversityimage-classification | CodeCode Available | 2 |
| Hibou: A Family of Foundational Vision Transformers for Pathology | Jun 7, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| Transcriptomics-guided Slide Representation Learning in Computational Pathology | May 19, 2024 | Contrastive LearningRepresentation Learning | CodeCode Available | 2 |
| Vim4Path: Self-Supervised Vision Mamba for Histopathology Images | Apr 20, 2024 | DiagnosticMamba | CodeCode Available | 2 |
| DeeperHistReg: Robust Whole Slide Images Registration Framework | Apr 19, 2024 | whole slide images | CodeCode Available | 2 |
| MedIAnomaly: A comparative study of anomaly detection in medical images | Apr 6, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Towards Large-Scale Training of Pathology Foundation Models | Mar 24, 2024 | Nuclear SegmentationSelf-Supervised Learning | CodeCode Available | 2 |
| Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis | Mar 12, 2024 | Graph Representation LearningRepresentation Learning | CodeCode Available | 2 |
| MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology | Mar 11, 2024 | MambaMultiple Instance Learning | CodeCode Available | 2 |
