| Decentralized Federated Learning through Proxy Model Sharing | Nov 22, 2021 | DiagnosticFederated Learning | CodeCode Available | 1 |
| Code-free development and deployment of deep segmentation models for digital pathology | Nov 16, 2021 | Active LearningDiagnostic | CodeCode Available | 1 |
| Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification | Nov 10, 2021 | Classificationimage-classification | —Unverified | 0 |
| BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images | Nov 8, 2021 | Diagnosticwhole slide images | —Unverified | 0 |
| First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain | Nov 5, 2021 | image-classificationImage Classification | —Unverified | 0 |
| A Retrospective Analysis using Deep-Learning Models for Prediction of Survival Outcome and Benefit of Adjuvant Chemotherapy in Stage II/III Colorectal Cancer | Nov 5, 2021 | Prognosiswhole slide images | —Unverified | 0 |
| Accounting for Dependencies in Deep Learning Based Multiple Instance Learning for Whole Slide Imaging | Nov 1, 2021 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| A Precision Diagnostic Framework of Renal Cell Carcinoma on Whole-Slide Images using Deep Learning | Oct 26, 2021 | ClassificationDiagnostic | —Unverified | 0 |
| A Personalized Diagnostic Generation Framework Based on Multi-source Heterogeneous Data | Oct 26, 2021 | DescriptiveDiagnostic | —Unverified | 0 |
| MHAttnSurv: Multi-Head Attention for Survival Prediction Using Whole-Slide Pathology Images | Oct 22, 2021 | Multiple Instance LearningPrediction | —Unverified | 0 |
| Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels | Oct 14, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SlideGraph+: Whole Slide Image Level Graphs to Predict HER2Status in Breast Cancer | Oct 12, 2021 | Decision MakingDiagnostic | CodeCode Available | 1 |
| Unsupervised Artifact Detection for Whole Slide Images of Prostate Biopsies | Sep 29, 2021 | Artifact DetectionOne-Class Classification | —Unverified | 0 |
| Structure-aware scale-adaptive networks for cancer segmentation in whole-slide images | Sep 26, 2021 | Decoderfeature selection | CodeCode Available | 0 |
| Label Cleaning Multiple Instance Learning: Refining Coarse Annotations on Single Whole-Slide Images | Sep 22, 2021 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Automated risk classification of colon biopsies based on semantic segmentation of histopathology images | Sep 16, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis | Sep 13, 2021 | Classificationwhole slide images | —Unverified | 0 |
| WeakSTIL: Weak whole-slide image level stromal tumor infiltrating lymphocyte scores are all you need | Sep 13, 2021 | AllDecision Making | —Unverified | 0 |
| Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images | Sep 1, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 |
| AMMASurv: Asymmetrical Multi-Modal Attention for Accurate Survival Analysis with Whole Slide Images and Gene Expression Data | Aug 28, 2021 | Survival AnalysisSurvival Prediction | —Unverified | 0 |
| Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation | Aug 26, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens | Aug 19, 2021 | Cell DetectionDiagnostic | CodeCode Available | 0 |
| OncoPetNet: A Deep Learning based AI system for mitotic figure counting on H&E stained whole slide digital images in a large veterinary diagnostic lab setting | Aug 17, 2021 | Decision MakingDiagnostic | —Unverified | 0 |
| U-Net-and-a-half: Convolutional network for biomedical image segmentation using multiple expert-driven annotations | Aug 10, 2021 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective | Aug 5, 2021 | ClassificationDeep Learning | —Unverified | 0 |