| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 |
| Multi-head Attention-based Deep Multiple Instance Learning | Apr 8, 2024 | DiversityMultiple Instance Learning | CodeCode Available | 1 |
| MedIAnomaly: A comparative study of anomaly detection in medical images | Apr 6, 2024 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 2 |
| Classification of Nasopharyngeal Cases using DenseNet Deep Learning Architecture | Apr 4, 2024 | Deep Learningwhole slide images | —Unverified | 0 |
| Finding Regions of Interest in Whole Slide Images Using Multiple Instance Learning | Apr 1, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Decoding the visual attention of pathologists to reveal their level of expertise | Mar 25, 2024 | whole slide images | —Unverified | 0 |
| Towards Large-Scale Training of Pathology Foundation Models | Mar 24, 2024 | Nuclear SegmentationSelf-Supervised Learning | CodeCode Available | 2 |
| WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology | Mar 22, 2024 | Binary ClassificationDiagnostic | CodeCode Available | 0 |
| Integrating multiscale topology in digital pathology with pyramidal graph convolutional networks | Mar 22, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Adversary-Robust Graph-Based Learning of WSIs | Mar 21, 2024 | Denoisingwhole slide images | —Unverified | 0 |
| Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images | Mar 21, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Prompt-Guided Adaptive Model Transformation for Whole Slide Image Classification | Mar 19, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Histo-Genomic Knowledge Distillation For Cancer Prognosis From Histopathology Whole Slide Images | Mar 15, 2024 | BenchmarkingKnowledge Distillation | 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 |
| WSI-SAM: Multi-resolution Segment Anything Model (SAM) for histopathology whole-slide images | Mar 14, 2024 | DecoderSegmentation | CodeCode Available | 1 |
| PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning | Mar 13, 2024 | Caption GenerationDiagnostic | —Unverified | 0 |
| Dynamic Graph Representation with Knowledge-aware Attention for Histopathology Whole Slide Image Analysis | Mar 12, 2024 | Graph Representation LearningRepresentation Learning | CodeCode Available | 2 |
| Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs | Mar 12, 2024 | Airbubbles DetectionAnomaly Detection | CodeCode Available | 0 |
| Accurate Spatial Gene Expression Prediction by integrating Multi-resolution features | Mar 12, 2024 | whole slide images | CodeCode Available | 1 |
| MambaMIL: Enhancing Long Sequence Modeling with Sequence Reordering in Computational Pathology | Mar 11, 2024 | MambaMultiple Instance Learning | CodeCode Available | 2 |
| MamMIL: Multiple Instance Learning for Whole Slide Images with State Space Models | Mar 8, 2024 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| C2P-GCN: Cell-to-Patch Graph Convolutional Network for Colorectal Cancer Grading | Mar 8, 2024 | graph constructionwhole slide images | —Unverified | 0 |
| HistGen: Histopathology Report Generation via Local-Global Feature Encoding and Cross-modal Context Interaction | Mar 8, 2024 | DiagnosticMedical Report Generation | CodeCode Available | 2 |
| Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study | Feb 24, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Tumor segmentation on whole slide images: training or prompting? | Feb 21, 2024 | Computational EfficiencySegmentation | —Unverified | 0 |