| 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 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 |
| 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 |
| Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis | Dec 19, 2024 | Data AugmentationMultiple Instance Learning | CodeCode Available | 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 |
| 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 |
| 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 |
| 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 |
| Fluoroformer: Scaling multiple instance learning to multiplexed images via attention-based channel fusion | Nov 13, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images | Nov 13, 2024 | Computational Efficiencywhole slide images | —Unverified | 0 |