| KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level | Feb 11, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors | Jan 5, 2021 | object-detectionObject Detection | 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 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 | 5 |
| Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images | Feb 6, 2023 | Melanoma Diagnosiswhole slide images | 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 |
| Attention to detail: inter-resolution knowledge distillation | Jan 11, 2024 | Knowledge Distillationwhole slide images | CodeCode Available | 0 | 5 |
| Ink removal from histopathology whole slide images by combining classification, detection and image generation models | May 10, 2019 | General ClassificationImage Generation | CodeCode Available | 0 | 5 |
| Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays | Dec 15, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 | 5 |
| Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images | Jan 18, 2023 | ClassificationMultiple Instance Learning | CodeCode Available | 0 | 5 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | CodeCode Available | 0 | 5 |
| Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation | Jun 17, 2024 | Artifact Detectionwhole slide images | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Automated Classification of Histopathology Images Using Transfer Learning | Mar 24, 2019 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| Contrastive learning-based computational histopathology predict differential expression of cancer driver genes | Apr 25, 2022 | Contrastive Learningwhole slide images | CodeCode Available | 0 | 5 |
| A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images | Oct 23, 2019 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| PATHS: A Hierarchical Transformer for Efficient Whole Slide Image Analysis | Nov 27, 2024 | DiagnosticRepresentation Learning | CodeCode Available | 0 | 5 |
| Keep It Accurate and Robust: An Enhanced Nuclei Analysis Framework | Mar 4, 2022 | ClassificationSegmentation | CodeCode Available | 0 | 5 |
| Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology | Aug 9, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Holistic and Historical Instance Comparison for Cervical Cell Detection | Sep 21, 2024 | Cell Detectionwhole slide images | CodeCode Available | 0 | 5 |
| Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification | Feb 20, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| A Closer Look at Domain Shift for Deep Learning in Histopathology | Sep 25, 2019 | General Classificationwhole slide images | CodeCode Available | 0 | 5 |
| HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis | Aug 16, 2024 | Cancer ClassificationOpenAI Gym | CodeCode Available | 0 | 5 |
| Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images | Sep 1, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 | 5 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 | 5 |
