| Deep Learning for Whole Slide Image Analysis: An Overview | Oct 18, 2019 | Deep LearningTranslation | —Unverified | 0 |
| Restoration of marker occluded hematoxylin and eosin stained whole slide histology images using generative adversarial networks | Oct 14, 2019 | Generative Adversarial NetworkImage-to-Image Translation | —Unverified | 0 |
| Multi-Stage Pathological Image Classification using Semantic Segmentation | Oct 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Large-scale Gastric Cancer Screening and Localization Using Multi-task Deep Neural Network | Oct 9, 2019 | Specificitywhole slide images | —Unverified | 0 |
| CeliacNet: Celiac Disease Severity Diagnosis on Duodenal Histopathological Images Using Deep Residual Networks | Oct 7, 2019 | Diagnosticwhole slide images | —Unverified | 0 |
| HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images | Oct 1, 2019 | DiagnosticMedical Image Segmentation | CodeCode Available | 0 |
| A Closer Look at Domain Shift for Deep Learning in Histopathology | Sep 25, 2019 | General Classificationwhole slide images | CodeCode Available | 0 |
| Multi-scale fully convolutional neural networks for histopathology image segmentation: from nuclear aberrations to the global tissue architecture | Sep 24, 2019 | GPUImage Segmentation | CodeCode Available | 0 |
| Prediction of overall survival and molecular markers in gliomas via analysis of digital pathology images using deep learning | Sep 19, 2019 | DescriptiveSurvival Prediction | —Unverified | 0 |
| Self-Attentive Adversarial Stain Normalization | Sep 4, 2019 | DiagnosticTranslation | CodeCode Available | 0 |
| DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention | Jul 15, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images | Jul 3, 2019 | Active LearningCollaborative Filtering | —Unverified | 0 |
| Robust Histopathology Image Analysis: To Label or to Synthesize? | Jun 1, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| Weakly supervised training of pixel resolution segmentation models on whole slide images | May 30, 2019 | whole slide images | —Unverified | 0 |
| Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images | May 27, 2019 | whole slide images | —Unverified | 0 |
| Self-Supervised Similarity Learning for Digital Pathology | May 20, 2019 | Image RetrievalRetrieval | —Unverified | 0 |
| Ink removal from histopathology whole slide images by combining classification, detection and image generation models | May 10, 2019 | General ClassificationImage Generation | CodeCode Available | 0 |
| Breast Tumor Cellularity Assessment using Deep Neural Networks | May 5, 2019 | Diagnosticwhole slide images | —Unverified | 0 |
| PFA-ScanNet: Pyramidal Feature Aggregation with Synergistic Learning for Breast Cancer Metastasis Analysis | May 3, 2019 | Computational EfficiencyDecoder | —Unverified | 0 |
| Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images | Apr 26, 2019 | DiagnosticInformativeness | —Unverified | 0 |
| Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data | Apr 15, 2019 | whole slide images | —Unverified | 0 |
| Interpretable Classification from Skin Cancer Histology Slides Using Deep Learning: A Retrospective Multicenter Study | Apr 12, 2019 | DiversityGeneral Classification | —Unverified | 0 |
| Adaptive Weighting Multi-Field-of-View CNN for Semantic Segmentation in Pathology | Apr 12, 2019 | Image SegmentationSegmentation | —Unverified | 0 |
| Automated Classification of Histopathology Images Using Transfer Learning | Mar 24, 2019 | ClassificationDiagnostic | CodeCode Available | 0 |
| Improving Prostate Cancer Detection with Breast Histopathology Images | Mar 14, 2019 | General ClassificationTransfer Learning | —Unverified | 0 |
