| Adversarial learning of cancer tissue representations | Aug 4, 2021 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Edge-competing Pathological Liver Vessel Segmentation with Limited Labels | Aug 1, 2021 | Segmentationwhole slide images | CodeCode Available | 1 |
| Automatic Multi-Stain Registration of Whole Slide Images in Histopathology | Jul 29, 2021 | Translationwhole slide images | —Unverified | 0 |
| Fast and Scalable Image Search For Histology | Jul 28, 2021 | Image RetrievalPrognosis | CodeCode Available | 1 |
| Whole Slide Images are 2D Point Clouds: Context-Aware Survival Prediction using Patch-based Graph Convolutional Networks | Jul 27, 2021 | Survival Predictionwhole slide images | CodeCode Available | 1 |
| Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations | Jul 26, 2021 | Color NormalizationGenerative Adversarial Network | CodeCode Available | 1 |
| Deep Learning-based Frozen Section to FFPE Translation | Jul 25, 2021 | Decision MakingDeep Learning | CodeCode Available | 1 |
| A Novel Cell Map Representation for Weakly Supervised Prediction of ER and PR Status from H&E WSIs | Jul 20, 2021 | Prognosiswhole slide images | —Unverified | 0 |
| Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone | Jul 20, 2021 | PrognosisTransfer Learning | —Unverified | 0 |
| Creating small but meaningful representations of digital pathology images | Jul 20, 2021 | Image RetrievalRepresentation Learning | —Unverified | 0 |
| End-to-end Multiple Instance Learning for Whole-Slide Cytopathology of Urothelial Carcinoma | Jul 20, 2021 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| Automated Quanti cation Of Blood Microvessels In Hematoxylin And Eosin Whole Slide Images | Jul 20, 2021 | whole slide images | —Unverified | 0 |
| Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images | Jul 20, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset | Jul 20, 2021 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Multi-Scale Task Multiple Instance Learning for the Classification of Digital Pathology Images with Global Annotations | Jul 20, 2021 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Deep Learning for interpretable end-to-end survival prediction in gastrointestinal cancer histopathology | Jul 20, 2021 | Survival Predictionwhole slide images | —Unverified | 0 |
| Robust quad-tree based registration of whole slide images | Jul 20, 2021 | Diagnosticwhole slide images | CodeCode Available | 1 |
| DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer | Jul 20, 2021 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| Automatic and explainable grading of meningiomas from histopathology images | Jul 19, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| CAD systems for colorectal cancer from WSI are still not ready for clinical acceptance | Jul 13, 2021 | Colorectal Polyps Characterizationwhole slide images | —Unverified | 0 |
| Hybrid Supervision Learning for Pathology Whole Slide Image Classification | Jul 2, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| A Survey on Graph-Based Deep Learning for Computational Histopathology | Jul 1, 2021 | Deep Learninggraph construction | —Unverified | 0 |
| Feasibility of Haralick's Texture Features for the Classification of Chromogenic In-situ Hybridization Images | Jul 1, 2021 | Classificationwhole slide images | —Unverified | 0 |
| Fast whole-slide cartography in colon cancer histology using superpixels and CNN classification | Jun 30, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |