| HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction | Mar 8, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 2 |
| Low-resource finetuning of foundation models beats state-of-the-art in histopathology | Jan 9, 2024 | GPUSelf-Supervised Learning | CodeCode Available | 2 |
| Prototypical Information Bottlenecking and Disentangling for Multimodal Cancer Survival Prediction | Jan 3, 2024 | DisentanglementSurvival Prediction | CodeCode Available | 2 |
| Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization | Apr 9, 2023 | Deep LearningHistopathological Image Classification | CodeCode Available | 2 |
| Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images | Apr 25, 2022 | Data AugmentationDrug Response Prediction | CodeCode Available | 2 |
| Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology | Apr 9, 2022 | AttributeUncertainty Quantification | CodeCode Available | 2 |
| OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport | Jun 25, 2025 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma | May 7, 2025 | Segmentationwhole slide images | CodeCode Available | 1 |
| Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation | Apr 26, 2025 | Survival Analysiswhole slide images | CodeCode Available | 1 |
| Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis | Apr 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| A Survey of Pathology Foundation Model: Progress and Future Directions | Apr 5, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 1 |
| Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder | Mar 12, 2025 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| UnPuzzle: A Unified Framework for Pathology Image Analysis | Mar 5, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning | Feb 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| Joint Modelling Histology and Molecular Markers for Cancer Classification | Feb 11, 2025 | Cancer ClassificationPrognosis | CodeCode Available | 1 |
| SurGen: 1020 H&E-stained Whole Slide Images With Survival and Genetic Markers | Feb 7, 2025 | 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 |
| ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction | Jan 6, 2025 | Decision MakingSurvival Prediction | CodeCode Available | 1 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 |
| Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics | Dec 1, 2024 | Data IntegrationRepresentation Learning | CodeCode Available | 1 |
| Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis | Nov 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Nov 22, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 1 |
| Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning | Nov 20, 2024 | Mambamodel | CodeCode Available | 1 |
| HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 1 |
| De-Identification of Medical Imaging Data: A Comprehensive Tool for Ensuring Patient Privacy | Oct 16, 2024 | De-identificationwhole slide images | CodeCode Available | 1 |
