| Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder | Mar 12, 2025 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening | Mar 9, 2025 | whole slide images | CodeCode Available | 0 |
| Pathological Prior-Guided Multiple Instance Learning For Mitigating Catastrophic Forgetting in Breast Cancer Whole Slide Image Classification | Mar 8, 2025 | Continual LearningDiagnostic | —Unverified | 0 |
| PathRWKV: Enabling Whole Slide Prediction with Recurrent-Transformer | Mar 5, 2025 | Multiple Instance LearningMulti-Task Learning | —Unverified | 0 |
| UnPuzzle: A Unified Framework for Pathology Image Analysis | Mar 5, 2025 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images | Mar 4, 2025 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 |
| Explainable Classifier for Malignant Lymphoma Subtyping via Cell Graph and Image Fusion | Mar 2, 2025 | Mixture-of-Expertswhole slide images | —Unverified | 0 |
| Foundation Models -- A Panacea for Artificial Intelligence in Pathology? | Feb 28, 2025 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning | Feb 28, 2025 | image-classificationImage Classification | CodeCode Available | 1 |
| "No negatives needed": weakly-supervised regression for interpretable tumor detection in whole-slide histopathology images | Feb 28, 2025 | Multiple Instance Learningregression | CodeCode Available | 0 |
| On the Importance of Text Preprocessing for Multimodal Representation Learning and Pathology Report Generation | Feb 26, 2025 | Cross-Modal RetrievalHallucination | —Unverified | 0 |
| Pathology Report Generation and Multimodal Representation Learning for Cutaneous Melanocytic Lesions | Feb 26, 2025 | Cross-Modal RetrievalLanguage Modeling | —Unverified | 0 |
| A deep learning framework for efficient pathology image analysis | Feb 18, 2025 | BenchmarkingDeep Learning | CodeCode Available | 4 |
| PolyPath: Adapting a Large Multimodal Model for Multi-slide Pathology Report Generation | Feb 14, 2025 | DiagnosticMedical Report Generation | —Unverified | 0 |
| PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology | Feb 13, 2025 | Decision MakingDescriptive | —Unverified | 0 |
| Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation | Feb 12, 2025 | SensitivityTest-time Adaptation | —Unverified | 0 |
| Joint Modelling Histology and Molecular Markers for Cancer Classification | Feb 11, 2025 | Cancer ClassificationPrognosis | CodeCode Available | 1 |
| KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level | Feb 11, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 |
| CASC-AI: Consensus-aware Self-corrective AI Agents for Noise Cell Segmentation | Feb 11, 2025 | AI AgentCell Segmentation | CodeCode Available | 0 |
| 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 |
| Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology | Jan 29, 2025 | Representation Learningwhole slide images | —Unverified | 0 |
| Molecular-driven Foundation Model for Oncologic Pathology | Jan 28, 2025 | BenchmarkingDiagnostic | CodeCode Available | 4 |
| Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis | Jan 28, 2025 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
