| Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image | Jun 23, 2021 | Vocal Bursts Type Predictionwhole slide images | CodeCode Available | 1 |
| SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | May 6, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification | Mar 19, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training | Feb 23, 2021 | Image Generationwhole slide images | CodeCode Available | 1 |
| UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading | Jan 25, 2021 | Colorectal Polyps CharacterizationGeneral Classification | CodeCode Available | 1 |
| Quick Annotator: an open-source digital pathology based rapid image annotation tool | Jan 6, 2021 | whole slide images | CodeCode Available | 1 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 |
| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | Nov 17, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
