| Artifact Restoration in Histology Images with Diffusion Probabilistic Models | Jul 26, 2023 | Denoisingwhole slide images | CodeCode Available | 1 |
| H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression | Jan 17, 2022 | 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 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation | Mar 28, 2022 | Deep LearningSegmentation | CodeCode Available | 1 |
| DTFD-MIL: Double-Tier Feature Distillation Multiple Instance Learning for Histopathology Whole Slide Image Classification | Mar 22, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification | May 16, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 1 |
| HVTSurv: Hierarchical Vision Transformer for Patient-Level Survival Prediction from Whole Slide Image | Jun 30, 2023 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Contextual unsupervised deep clustering in digital pathology | Jul 24, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
