| 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 |
| Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks | Sep 23, 2020 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology | Jul 28, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images | Jun 22, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Manifolds for Unsupervised Visual Anomaly Detection | Jun 19, 2020 | Anomaly Detectionwhole slide images | CodeCode Available | 1 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control | Apr 30, 2020 | ClusteringDeep Learning | CodeCode Available | 1 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| Weakly supervised multiple instance learning histopathological tumor segmentation | Apr 10, 2020 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 |
| PanNuke Dataset Extension, Insights and Baselines | Mar 24, 2020 | Selection biaswhole slide images | CodeCode Available | 1 |
| SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification | Mar 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts | Feb 28, 2020 | whole slide images | CodeCode Available | 1 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
