| Learning Heterogeneous Tissues with Mixture of Experts for Gigapixel Whole Slide Images | Jan 1, 2025 | Mixture-of-Expertswhole 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 Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer | Dec 21, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba | Dec 21, 2024 | Computational EfficiencyDecision Making | —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 |
| 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 |
| 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 |
| PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis | Nov 27, 2024 | DiagnosticRepresentation Learning | CodeCode Available | 0 |
| 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 |
| 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 |
| 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 |
| Deep Learning for Fetal Inflammatory Response Diagnosis in the Umbilical Cord | Nov 14, 2024 | Prognosiswhole slide images | —Unverified | 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 |
| 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 |
| 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 |