| A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks | Jan 27, 2025 | Contrastive LearningSelf-Supervised Learning | —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 |
| 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 |
| ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction | Jan 6, 2025 | Decision MakingSurvival Prediction | CodeCode Available | 1 |
| 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 |
| Robust Multimodal Survival Prediction with Conditional Latent Differentiation Variational AutoEncoder | Jan 1, 2025 | Survival Predictionwhole slide images | —Unverified | 0 |
| Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images | Dec 28, 2024 | Conformal PredictionFairness | CodeCode Available | 0 |
| From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba | Dec 21, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer | Dec 21, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis | Dec 19, 2024 | Data AugmentationMultiple Instance Learning | CodeCode Available | 0 |
| Summary of Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images | Dec 19, 2024 | Federated Learningwhole slide images | —Unverified | 0 |
| Diagnosising Helicobacter pylori using AutoEncoders and Limited Annotations through Anomalous Staining Patterns in IHC Whole Slide Images | Dec 18, 2024 | Specificitywhole slide images | CodeCode Available | 0 |
| A Knowledge-enhanced Pathology Vision-language Foundation Model for Cancer Diagnosis | Dec 17, 2024 | DiagnosticSpecificity | CodeCode Available | 1 |
| Unlocking the Potential of Digital Pathology: Novel Baselines for Compression | Dec 17, 2024 | whole slide images | —Unverified | 0 |
| Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? | Dec 16, 2024 | Inductive Biaswhole slide images | CodeCode Available | 0 |
| Efficient and Comprehensive Feature Extraction in Large Vision-Language Model for Pathology Analysis | Dec 12, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Enhancing Whole Slide Image Classification through Supervised Contrastive Domain Adaptation | Dec 5, 2024 | Contrastive LearningDomain Adaptation | —Unverified | 0 |