| 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 |
| "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 |
| 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 |
| 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 |
| Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology | Jan 29, 2025 | Representation Learningwhole slide images | —Unverified | 0 |
| Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis | Jan 28, 2025 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas | Jan 27, 2025 | Mitosis Detectionwhole slide images | —Unverified | 0 |
| A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks | Jan 27, 2025 | Contrastive LearningSelf-Supervised Learning | —Unverified | 0 |
| Efficient Self-Supervised Grading of Prostate Cancer Pathology | Jan 26, 2025 | Self-Supervised Learningwhole slide images | —Unverified | 0 |
| ECTIL: Label-efficient Computational Tumour Infiltrating Lymphocyte (TIL) assessment in breast cancer: Multicentre validation in 2,340 patients with breast cancer | Jan 24, 2025 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Prior Knowledge Injection into Deep Learning Models Predicting Gene Expression from Whole Slide Images | Jan 23, 2025 | Prognosiswhole slide images | CodeCode Available | 0 |
| Deep Learning Based Segmentation of Blood Vessels from H&E Stained Oesophageal Adenocarcinoma Whole-Slide Images | Jan 21, 2025 | Segmentationwhole slide images | —Unverified | 0 |
| Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation | Jan 21, 2025 | ClusteringDiagnostic | —Unverified | 0 |
| CellOMaps: A Compact Representation for Robust Classification of Lung Adenocarcinoma Growth Patterns | Jan 14, 2025 | PrognosisRobust classification | —Unverified | 0 |
| Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics | Jan 9, 2025 | whole slide images | —Unverified | 0 |
| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Bridging Classification and Segmentation in Osteosarcoma Assessment via Foundation and Discrete Diffusion Models | Jan 3, 2025 | PrognosisSegmentation | CodeCode Available | 0 |
| Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images | Jan 1, 2025 | Mixture-of-Expertswhole slide images | —Unverified | 0 |