| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning Approach | Mar 26, 2023 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features | Nov 20, 2023 | Prognosiswhole slide images | CodeCode Available | 0 | 5 |
| Beyond the Monitor: Mixed Reality Visualization and AI for Enhanced Digital Pathology Workflow | May 5, 2025 | DiagnosticMixed Reality | CodeCode Available | 0 | 5 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 | 5 |
| Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images | Jan 23, 2023 | Survival Analysiswhole slide images | CodeCode Available | 0 | 5 |
| A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images | Mar 20, 2023 | Medical Image AnalysisRepresentation Learning | CodeCode Available | 0 | 5 |
| Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images | Jun 10, 2020 | Multi-Object TrackingObject Tracking | CodeCode Available | 0 | 5 |
| LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening | Mar 9, 2025 | whole slide images | CodeCode Available | 0 | 5 |
| LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtype | Nov 16, 2023 | DiagnosticInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images | Nov 1, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 0 | 5 |
| A Comparison of Deep Learning Methods for Cell Detection in Digital Cytology | Apr 9, 2025 | Cell DetectionComputational Efficiency | CodeCode Available | 0 | 5 |
| Leveraging image captions for selective whole slide image annotation | Jul 8, 2024 | DiversityImage Captioning | CodeCode Available | 0 | 5 |
| Learning to Segment Breast Biopsy Whole Slide Images | Sep 8, 2017 | DecoderDiagnostic | CodeCode Available | 0 | 5 |
| An End-to-end Pipeline for 3D Slide-wise Multi-stain Renal Pathology Registration | May 19, 2023 | whole slide images | CodeCode Available | 0 | 5 |
| Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis | Jun 27, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images | Jan 13, 2022 | Prognosiswhole slide images | CodeCode Available | 0 | 5 |
| Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning | Jun 20, 2024 | whole slide images | CodeCode Available | 0 | 5 |
| KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level | Feb 11, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| A General Pipeline for Glomerulus Whole-Slide Image Segmentation | Nov 7, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automatic and explainable grading of meningiomas from histopathology images | Jul 19, 2021 | object-detectionObject Detection | CodeCode Available | 0 | 5 |
| Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens | Aug 19, 2021 | Cell DetectionDiagnostic | CodeCode Available | 0 | 5 |
| IRS: Incremental Relationship-guided Segmentation for Digital Pathology | May 28, 2025 | Continual LearningDomain Generalization | CodeCode Available | 0 | 5 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 | 5 |
