| Characterizing the Interpretability of Attention Maps in Digital Pathology | Jul 2, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images | Jun 30, 2024 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Multimodal Prototyping for cancer survival prediction | Jun 28, 2024 | PredictionSurvival Prediction | CodeCode Available | 2 |
| PathAlign: A vision-language model for whole slide images in histopathology | Jun 27, 2024 | DiagnosticImage Retrieval | —Unverified | 0 |
| Unsupervised Latent Stain Adaptation for Computational Pathology | Jun 27, 2024 | Cancer Classificationwhole slide images | —Unverified | 0 |
| Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images | Jun 26, 2024 | DiagnosticVirtual Staining | —Unverified | 0 |
| Multimodal Cross-Task Interaction for Survival Analysis in Whole Slide Pathological Images | Jun 25, 2024 | PrognosisSurvival Analysis | CodeCode Available | 1 |
| HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis | Jun 23, 2024 | BenchmarkingRepresentation Learning | CodeCode Available | 3 |
| Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning | Jun 20, 2024 | whole slide images | CodeCode Available | 0 |
| AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification | Jun 18, 2024 | Diversityimage-classification | CodeCode Available | 2 |
| Graph Neural Networks in Histopathology: Emerging Trends and Future Directions | Jun 18, 2024 | Graph structure learningwhole slide images | —Unverified | 0 |
| Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution | Jun 18, 2024 | Data CompressionImage Compression | —Unverified | 0 |
| Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation | Jun 17, 2024 | Artifact Detectionwhole slide images | CodeCode Available | 0 |
| MoME: Mixture of Multimodal Experts for Cancer Survival Prediction | Jun 14, 2024 | Survival AnalysisSurvival Prediction | CodeCode Available | 1 |
| Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis | Jun 13, 2024 | whole slide images | —Unverified | 0 |
| Overcoming Limitations in Artificial Intelligence-based Prostate Cancer Detection through Better Datasets and a Bayesian Approach to Aggregate Panel Predictions | Jun 10, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide images | Jun 10, 2024 | Deep LearningSpecificity | —Unverified | 0 |
| Hibou: A Family of Foundational Vision Transformers for Pathology | Jun 7, 2024 | Diagnosticwhole slide images | CodeCode Available | 2 |
| 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 |
| Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification | Jun 5, 2024 | Binary ClassificationGraph Representation Learning | CodeCode Available | 0 |
| Immunocto: a massive immune cell database auto-generated for histopathology | Jun 3, 2024 | Cell DetectionPrognosis | —Unverified | 0 |
| Length-scale study in deep learning prediction for non-small cell lung cancer brain metastasis | Jun 1, 2024 | whole slide images | —Unverified | 0 |
| mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis | May 28, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| Benchmarking Hierarchical Image Pyramid Transformer for the classification of colon biopsies and polyps in histopathology images | May 24, 2024 | BenchmarkingClassification | —Unverified | 0 |
| Self-Contrastive Weakly Supervised Learning Framework for Prognostic Prediction Using Whole Slide Images | May 24, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 0 |