| Deep learning algorithms out-perform veterinary pathologists in detecting the mitotically most active tumor region | Feb 12, 2019 | object-detectionObject Detection | CodeCode Available | 0 |
| Colorectal Cancer Outcome Prediction from H&E Whole Slide Images using Machine Learning and Automatically Inferred Phenotype Profiles | Feb 10, 2019 | whole slide images | —Unverified | 0 |
| Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks | Jan 31, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Whole slide image registration for the study of tumor heterogeneity | Jan 24, 2019 | feature selectionImage Registration | —Unverified | 0 |
| Whole-Slide Image Focus Quality: Automatic Assessment and Impact on AI Cancer Detection | Jan 15, 2019 | whole slide images | —Unverified | 0 |
| Fast GPU-Enabled Color Normalization for Digital Pathology | Jan 10, 2019 | Color NormalizationGPU | CodeCode Available | 0 |
| Coupling weak and strong supervision for classification of prostate cancer histopathology images | Nov 16, 2018 | General Classificationwhole slide images | —Unverified | 0 |
| Development and Validation of a Deep Learning Algorithm for Improving Gleason Scoring of Prostate Cancer | Nov 15, 2018 | Diagnosticwhole slide images | —Unverified | 0 |
| Microscopic Nuclei Classification, Segmentation and Detection with improved Deep Convolutional Neural Network (DCNN) Approaches | Nov 8, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning | Oct 30, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Field Of Interest Proposal for Augmented Mitotic Cell Count: Comparison of two Convolutional Networks | Oct 22, 2018 | Diagnosticwhole slide images | —Unverified | 0 |
| Strategies for Training Stain Invariant CNNs | Oct 17, 2018 | whole slide images | —Unverified | 0 |
| Augmented Mitotic Cell Count using Field Of Interest Proposal | Oct 1, 2018 | Region Proposalwhole slide images | —Unverified | 0 |
| Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks | Aug 17, 2018 | Data AugmentationKnowledge Distillation | —Unverified | 0 |
| BACH: Grand Challenge on Breast Cancer Histology Images | Aug 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection | Jul 31, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 |
| Reinforced Auto-Zoom Net: Towards Accurate and Fast Breast Cancer Segmentation in Whole-slide Images | Jul 29, 2018 | Medical Image Analysiswhole slide images | —Unverified | 0 |
| Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images | Jul 25, 2018 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge | Jul 22, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 |
| DeepSDCS: Dissecting cancer proliferation heterogeneity in Ki67 digital whole slide images | Jun 28, 2018 | Cancer ClassificationCell Segmentation | —Unverified | 0 |
| Cancer Metastasis Detection With Neural Conditional Random Field | Jun 19, 2018 | Cancer Metastasis DetectionMedical Image Analysis | CodeCode Available | 0 |
| MILD-Net: Minimal Information Loss Dilated Network for Gland Instance Segmentation in Colon Histology Images | Jun 5, 2018 | Colorectal Gland Segmentation:Decision Making | —Unverified | 0 |
| Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images | Jun 4, 2018 | Domain AdaptationGeneral Classification | —Unverified | 0 |
| Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks | May 17, 2018 | whole slide images | —Unverified | 0 |
| Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features | May 9, 2018 | SegmentationTumor Segmentation | —Unverified | 0 |