| Hybrid deep learning-based strategy for the hepatocellular carcinoma cancer grade classification of H&E stained liver histopathology images | Dec 4, 2024 | SensitivitySpecificity | —Unverified | 0 |
| WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image | Dec 3, 2024 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Towards Unified Molecule-Enhanced Pathology Image Representation Learning via Integrating Spatial Transcriptomics | Dec 1, 2024 | Data IntegrationRepresentation Learning | CodeCode Available | 1 |
| GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation | Nov 27, 2024 | Object Localizationwhole slide images | —Unverified | 0 |
| GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images | Nov 27, 2024 | Question Answeringwhole slide images | CodeCode Available | 0 |
| Aligning Knowledge Concepts to Whole Slide Images for Precise Histopathology Image Analysis | Nov 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis | Nov 27, 2024 | DiagnosticRepresentation Learning | CodeCode Available | 0 |
| Multimodal Outer Arithmetic Block Dual Fusion of Whole Slide Images and Omics Data for Precision Oncology | Nov 26, 2024 | DiagnosticMultiple Instance Learning | —Unverified | 0 |
| Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology | Nov 25, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 0 |
| Cross-organ Deployment of EOS Detection AI without Retraining: Feasibility and Limitation | Nov 24, 2024 | whole slide images | —Unverified | 0 |
| FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification | Nov 22, 2024 | DiagnosticFew-Shot Learning | CodeCode Available | 1 |
| Unsupervised Foundation Model-Agnostic Slide-Level Representation Learning | Nov 20, 2024 | Mambamodel | CodeCode Available | 1 |
| Diagnostic Text-guided Representation Learning in Hierarchical Classification for Pathological Whole Slide Image | Nov 16, 2024 | ClassificationDiagnostic | —Unverified | 0 |
| Towards a Comprehensive Benchmark for Pathological Lymph Node Metastasis in Breast Cancer Sections | Nov 16, 2024 | BenchmarkingDiagnostic | CodeCode Available | 0 |
| NACNet: A Histology Context-aware Transformer Graph Convolution Network for Predicting Treatment Response to Neoadjuvant Chemotherapy in Triple Negative Breast Cancer | Nov 14, 2024 | Multiple Instance LearningSpecificity | —Unverified | 0 |
| Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord | Nov 14, 2024 | Prognosiswhole slide images | —Unverified | 0 |
| Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images | Nov 13, 2024 | Computational Efficiencywhole slide images | —Unverified | 0 |
| Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusion | Nov 13, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| Efficient Whole Slide Image Classification through Fisher Vector Representation | Nov 13, 2024 | Diagnosticimage-classification | —Unverified | 0 |
| HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics | Nov 8, 2024 | Self-Supervised LearningSpecificity | CodeCode Available | 0 |
| A General Pipeline for Glomerulus Whole-Slide Image Segmentation | Nov 7, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 |
| FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation | Nov 7, 2024 | Federated LearningImage Segmentation | —Unverified | 0 |
| Leveraging Transfer Learning and Multiple Instance Learning for HER2 Automatic Scoring of H\&E Whole Slide Images | Nov 5, 2024 | Multiple Instance LearningTransfer Learning | CodeCode Available | 0 |
| Machine learning identification of maternal inflammatory response and histologic choroamnionitis from placental membrane whole slide images | Nov 4, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
