| Evidence-based diagnostic reasoning with multi-agent copilot for human pathology | Jun 26, 2025 | Diagnosticwhole slide images | —Unverified | 0 |
| OTSurv: A Novel Multiple Instance Learning Framework for Survival Prediction with Heterogeneity-aware Optimal Transport | Jun 25, 2025 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images | Jun 18, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Semi-Automated Quality Assurance in Digital Pathology: Tile Classification Approach | Jun 12, 2025 | Diagnosticwhole slide images | —Unverified | 0 |
| Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning | Jun 10, 2025 | Contrastive Learningwhole slide images | —Unverified | 0 |
| PixCell: A generative foundation model for digital histopathology images | Jun 5, 2025 | Cell SegmentationData Augmentation | —Unverified | 0 |
| Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis | Jun 5, 2025 | GPUMulti-Label Classification | —Unverified | 0 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset | May 30, 2025 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| PathGene: Benchmarking Driver Gene Mutations and Exon Prediction Using Multicenter Lung Cancer Histopathology Image Dataset | May 30, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 0 |
| DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification | May 29, 2025 | image-classificationImage Classification | —Unverified | 0 |
| IRS: Incremental Relationship-guided Segmentation for Digital Pathology | May 28, 2025 | Continual LearningDomain Generalization | CodeCode Available | 0 |
| Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology | May 28, 2025 | DiagnosticPrognosis | —Unverified | 0 |
| Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis | May 20, 2025 | Diagnosticobject-detection | —Unverified | 0 |
| Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining | May 19, 2025 | Survival PredictionTriplet | —Unverified | 0 |
| Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges | May 16, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization | May 8, 2025 | Image EnhancementImage Segmentation | —Unverified | 0 |
| Histo-Miner: Deep Learning based Tissue Features Extraction Pipeline from H&E Whole Slide Images of Cutaneous Squamous Cell Carcinoma | May 7, 2025 | Segmentationwhole slide images | CodeCode Available | 1 |
| Beyond the Monitor: Mixed Reality Visualization and AI for Enhanced Digital Pathology Workflow | May 5, 2025 | DiagnosticMixed Reality | CodeCode Available | 0 |
| Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation | May 4, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation | Apr 26, 2025 | Survival Analysiswhole slide images | CodeCode Available | 1 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 |
| Automating tumor-infiltrating lymphocyte assessment in breast cancer histopathology images using QuPath: a transparent and accessible machine learning pipeline | Apr 23, 2025 | Cell Detectionwhole slide images | —Unverified | 0 |
| The Iris File Extension | Apr 21, 2025 | whole slide images | CodeCode Available | 0 |
| Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis | Apr 18, 2025 | Contrastive LearningDiagnostic | CodeCode Available | 1 |
| ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images | Apr 17, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology | Apr 17, 2025 | Unsupervised nucleus segmentationwhole slide images | —Unverified | 0 |
| Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network | Apr 13, 2025 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology | Apr 9, 2025 | Cell DetectionComputational Efficiency | CodeCode Available | 0 |
| Identifying regions of interest in whole slide images of renal cell carcinoma | Apr 9, 2025 | feature selectionimage-classification | —Unverified | 0 |
| An ensemble deep learning approach to detect tumors on Mohs micrographic surgery slides | Apr 7, 2025 | Deep Learningwhole slide images | —Unverified | 0 |
| A Novel Approach to Linking Histology Images with DNA Methylation | Apr 7, 2025 | Graph Neural NetworkWeakly-supervised Learning | —Unverified | 0 |
| A Survey of Pathology Foundation Model: Progress and Future Directions | Apr 5, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 1 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 |
| MIL vs. Aggregation: Evaluating Patient-Level Survival Prediction Strategies Using Graph-Based Learning | Mar 29, 2025 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| The impact of tissue detection on diagnostic artificial intelligence algorithms in digital pathology | Mar 29, 2025 | Diagnosticwhole slide images | —Unverified | 0 |
| UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift | Mar 26, 2025 | Domain AdaptationImage Registration | —Unverified | 0 |
| Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology | Mar 26, 2025 | DescriptiveLarge Language Model | —Unverified | 0 |
| VGAT: A Cancer Survival Analysis Framework Transitioning from Generative Visual Question Answering to Genomic Reconstruction | Mar 25, 2025 | Generative Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology | Mar 24, 2025 | whole slide images | —Unverified | 0 |
| WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression | Mar 23, 2025 | whole slide images | —Unverified | 0 |
| PathoHR: Breast Cancer Survival Prediction on High-Resolution Pathological Images | Mar 23, 2025 | PredictionRepresentation Learning | CodeCode Available | 0 |
| Slide-Level Prompt Learning with Vision Language Models for Few-Shot Multiple Instance Learning in Histopathology | Mar 21, 2025 | Multiple Instance LearningPrompt Learning | CodeCode Available | 0 |
| ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology | Mar 21, 2025 | Multi-Task LearningSelf-Supervised Learning | —Unverified | 0 |
| PSA-MIL: A Probabilistic Spatial Attention-Based Multiple Instance Learning for Whole Slide Image Classification | Mar 20, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Disentangled and Interpretable Multimodal Attention Fusion for Cancer Survival Prediction | Mar 20, 2025 | DisentanglementSurvival Prediction | —Unverified | 0 |
| From Pixels to Histopathology: A Graph-Based Framework for Interpretable Whole Slide Image Analysis | Mar 14, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 |
| Enhanced Diagnostic Fidelity in Pathology Whole Slide Image Compression via Deep Learning | Mar 14, 2025 | DiagnosticImage Compression | —Unverified | 0 |
| Pathology Image Compression with Pre-trained Autoencoders | Mar 14, 2025 | Computational EfficiencyImage Compression | —Unverified | 0 |
| Robust Multimodal Survival Prediction with the Latent Differentiation Conditional Variational AutoEncoder | Mar 12, 2025 | Survival Predictionwhole slide images | CodeCode Available | 1 |