| Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation | Nov 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Seeded iterative clustering for histology region identification | Nov 14, 2022 | ClusteringSegmentation | CodeCode Available | 0 |
| An unobtrusive quality supervision approach for medical image annotation | Nov 11, 2022 | whole slide images | —Unverified | 0 |
| A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs | Nov 11, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images | Nov 9, 2022 | Data AugmentationTransfer Learning | —Unverified | 0 |
| An Aggregation of Aggregation Methods in Computational Pathology | Nov 2, 2022 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images | Oct 31, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images | Oct 29, 2022 | medical image detectionwhole slide images | —Unverified | 0 |
| Iterative Patch Selection for High-Resolution Image Recognition | Oct 24, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology | Oct 21, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images | Oct 11, 2022 | PrognosisSurvival Analysis | CodeCode Available | 0 |
| Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression | Oct 10, 2022 | Contrastive LearningDecision Making | —Unverified | 0 |
| A Pathologist-Informed Workflow for Classification of Prostate Glands in Histopathology | Sep 27, 2022 | Diagnosticwhole slide images | —Unverified | 0 |
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | Sep 26, 2022 | Artifact DetectionBinary Classification | CodeCode Available | 0 |
| Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search | Aug 29, 2022 | GPUImage Retrieval | —Unverified | 0 |
| Region-guided CycleGANs for Stain Transfer in Whole Slide Images | Aug 26, 2022 | whole slide images | CodeCode Available | 1 |
| EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning | Aug 26, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures | Aug 26, 2022 | Domain GeneralizationMitosis Detection | —Unverified | 0 |
| From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection | Aug 26, 2022 | whole slide images | —Unverified | 0 |
| Patient-level Microsatellite Stability Assessment from Whole Slide Images By Combining Momentum Contrast Learning and Group Patch Embeddings | Aug 22, 2022 | ClassificationContrastive Learning | CodeCode Available | 0 |
| Cross-scale Attention Guided Multi-instance Learning for Crohn's Disease Diagnosis with Pathological Images | Aug 15, 2022 | whole slide images | CodeCode Available | 1 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 |
| Multiplex-detection Based Multiple Instance Learning Network for Whole Slide Image Classification | Aug 6, 2022 | Diagnosticimage-classification | —Unverified | 0 |
| Gigapixel Whole-Slide Images Classification using Locally Supervised Learning | Jul 17, 2022 | ClassificationGPU | CodeCode Available | 1 |
| ImageBox3: No-Server Tile Serving to Traverse Whole Slide Images on the Web | Jul 4, 2022 | whole slide images | CodeCode Available | 1 |