| Efficient Whole Slide Image Classification through Fisher Vector Representation | Nov 13, 2024 | Diagnosticimage-classification | —Unverified | 0 |
| Efficient Self-Supervised Barlow Twins from Limited Tissue Slide Cohorts for Colonic Pathology Diagnostics | Nov 8, 2024 | Self-Supervised LearningSpecificity | CodeCode Available | 0 |
| FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation | Nov 7, 2024 | Federated LearningImage Segmentation | —Unverified | 0 |
| A General Pipeline for Glomerulus Whole-Slide Image Segmentation | Nov 7, 2024 | Image SegmentationSegmentation | CodeCode Available | 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 |
| How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment | Oct 31, 2024 | whole slide images | CodeCode Available | 0 |
| Deep Learning for Classification of Inflammatory Bowel Disease Activity in Whole Slide Images of Colonic Histopathology | Oct 25, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis | Oct 24, 2024 | Binary ClassificationBreast Cancer Detection | —Unverified | 0 |
| Uncovering the Genetic Basis of Glioblastoma Heterogeneity through Multimodal Analysis of Whole Slide Images and RNA Sequencing Data | Oct 23, 2024 | Multimodal Deep LearningPrognosis | CodeCode Available | 0 |
| SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding | Oct 15, 2024 | Instruction FollowingVisual Question Answering (VQA) | —Unverified | 0 |
| Artificial Intelligence-Based Triaging of Cutaneous Melanocytic Lesions | Oct 14, 2024 | whole slide images | CodeCode Available | 0 |
| Evaluating Computational Pathology Foundation Models for Prostate Cancer Grading under Distribution Shifts | Oct 9, 2024 | whole slide images | —Unverified | 0 |
| DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images | Oct 4, 2024 | Electron Microscopy Image SegmentationImage Registration | CodeCode Available | 0 |
| Semantic Segmentation Based Quality Control of Histopathology Whole Slide Images | Oct 4, 2024 | Semantic Segmentationwhole slide images | CodeCode Available | 0 |
| Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images | Oct 3, 2024 | parameter-efficient fine-tuningPrognosis | —Unverified | 0 |
| Generating Seamless Virtual Immunohistochemical Whole Slide Images with Content and Color Consistency | Oct 1, 2024 | DiagnosticVirtual Staining | —Unverified | 0 |
| FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification | Sep 29, 2024 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Efficient Quality Control of Whole Slide Pathology Images with Human-in-the-loop Training | Sep 29, 2024 | Active LearningArtifact Detection | CodeCode Available | 0 |
| UNICORN: A Deep Learning Model for Integrating Multi-Stain Data in Histopathology | Sep 26, 2024 | whole slide images | —Unverified | 0 |
| A Novel Framework for the Automated Characterization of Gram-Stained Blood Culture Slides Using a Large-Scale Vision Transformer | Sep 23, 2024 | Classificationwhole slide images | —Unverified | 0 |
| Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool | Sep 23, 2024 | PrognosisSpecificity | —Unverified | 0 |
| Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model | Sep 23, 2024 | whole slide images | CodeCode Available | 0 |
| Holistic and Historical Instance Comparison for Cervical Cell Detection | Sep 21, 2024 | Cell Detectionwhole slide images | CodeCode Available | 0 |
| Personalized 2D Binary Patient Codes of Tissue Images and Immunogenomic Data Through Multimodal Self-Supervised Fusion | Sep 19, 2024 | Multimodal Associationwhole slide images | —Unverified | 0 |