| Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis | Feb 20, 2020 | BIG-bench Machine LearningBreast Tumour Classification | CodeCode Available | 1 | 5 |
| Quantifying the Scanner-Induced Domain Gap in Mitosis Detection | Mar 30, 2021 | Mitosis Detection | CodeCode Available | 1 | 5 |
| A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology | Dec 21, 2016 | Mitosis Detectionwhole slide images | CodeCode Available | 0 | 5 |
| SlideRunner - A Tool for Massive Cell Annotations in Whole Slide Images | Feb 7, 2018 | Mitosis Detectionwhole slide images | CodeCode Available | 0 | 5 |
| Spatial-Temporal Mitosis Detection in Phase-Contrast Microscopy via Likelihood Map Estimation by 3DCNN | Apr 27, 2020 | Mitosis Detection | CodeCode Available | 0 | 5 |
| Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer | Sep 15, 2022 | Mitosis DetectionPrognosis | CodeCode Available | 0 | 5 |
| ReCasNet: Improving consistency within the two-stage mitosis detection framework | Feb 28, 2022 | Cell DetectionDeep Learning | CodeCode Available | 0 | 5 |
| Replication study: Development and validation of deep learning algorithm for detection of diabetic retinopathy in retinal fundus photographs | Mar 12, 2018 | Diabetic Retinopathy DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| Rethinking Mitosis Detection: Towards Diverse Data and Feature Representation | Jul 12, 2023 | DiversityMitosis Detection | CodeCode Available | 0 | 5 |
| A novel dataset and a two-stage mitosis nuclei detection method based on hybrid anchor branch | Jan 18, 2023 | Mitosis Detection | CodeCode Available | 0 | 5 |
| Assessing domain adaptation techniques for mitosis detection in multi-scanner breast cancer histopathology images | Sep 1, 2021 | DiagnosticDomain Adaptation | CodeCode Available | 0 | 5 |
| Mitosis Detection from Partial Annotation by Dataset Generation via Frame-Order Flipping | Jul 9, 2023 | Dataset GenerationMitosis Detection | CodeCode Available | 0 | 5 |
| Inferring the ground truth through crowdsourcing | Jul 31, 2018 | Mitosis Detectionvalid | —Unverified | 0 | 0 |
| Joint Multi-frame Detection and Segmentation for Multi-cell Tracking | Jun 26, 2019 | Cell TrackingMitosis Detection | —Unverified | 0 | 0 |
| Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection | Jul 31, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 | 0 |
| Mathematical Imaging Methods for Mitosis Analysis in Live-Cell Phase Contrast Microscopy | Feb 10, 2017 | Mitosis Detection | —Unverified | 0 | 0 |
| MitoDet: Simple and robust mitosis detection | Sep 2, 2021 | Data AugmentationDomain Generalization | —Unverified | 0 | 0 |
| Mitosis Detection for Breast Cancer Pathology Images Using UV-Net | Sep 2, 2021 | Mitosis Detection | —Unverified | 0 | 0 |
| Mitosis Detection in Intestinal Crypt Images with Hough Forest and Conditional Random Fields | Aug 26, 2016 | Mitosis Detection | —Unverified | 0 | 0 |
| Mitosis Detection Under Limited Annotation: A Joint Learning Approach | Jun 17, 2020 | Metric LearningMitosis Detection | —Unverified | 0 | 0 |
| Mitosis domain generalization in histopathology images -- The MIDOG challenge | Apr 6, 2022 | Domain GeneralizationMitosis Detection | —Unverified | 0 | 0 |
| Multispectral Spatial Characterization: Application to Mitosis Detection in Breast Cancer Histopathology | Apr 15, 2013 | General ClassificationMitosis Detection | —Unverified | 0 | 0 |
| Multi tasks RetinaNet for mitosis detection | Aug 26, 2022 | Cell DetectionData Augmentation | —Unverified | 0 | 0 |
| Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete Annotations | Jun 30, 2021 | Cell DetectionMitosis Detection | —Unverified | 0 | 0 |
| Predicting breast tumor proliferation from whole-slide images: the TUPAC16 challenge | Jul 22, 2018 | Mitosis DetectionPrognosis | —Unverified | 0 | 0 |
| Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation | Sep 4, 2021 | Data AugmentationMitosis Detection | —Unverified | 0 | 0 |
| Robust Multi-Domain Mitosis Detection | Sep 13, 2021 | Image-to-Image TranslationMitosis Detection | —Unverified | 0 | 0 |
| Rotation Invariance and Extensive Data Augmentation: a strategy for the Mitosis Domain Generalization (MIDOG) Challenge | Sep 2, 2021 | Data AugmentationDomain Generalization | —Unverified | 0 | 0 |
| Sk-Unet Model with Fourier Domain for Mitosis Detection | Sep 1, 2021 | Mitosis DetectionSegmentation | —Unverified | 0 | 0 |
| Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures | Aug 26, 2022 | Domain GeneralizationMitosis Detection | —Unverified | 0 | 0 |
| Supporting Mitosis Detection AI Training with Inter-Observer Eye-Gaze Consistencies | Apr 2, 2024 | Mitosis Detection | —Unverified | 0 | 0 |
| Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images | Aug 31, 2021 | Cell DetectionDomain Adaptation | —Unverified | 0 | 0 |
| Virtual staining for mitosis detection in Breast Histopathology | Mar 17, 2020 | Mitosis DetectionVirtual Staining | —Unverified | 0 | 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 | 0 |
| Semi-supervised estimation of event temporal length for cell event detection | Sep 22, 2019 | Event DetectionMitosis Detection | —Unverified | 0 | 0 |
| Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas | Jan 27, 2025 | Mitosis Detectionwhole slide images | —Unverified | 0 | 0 |
| Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases | Apr 19, 2019 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Assessment of algorithms for mitosis detection in breast cancer histopathology images | Nov 21, 2014 | Mitosis Detectionwhole slide images | —Unverified | 0 | 0 |
| Cascade RCNN for MIDOG Challenge | Sep 2, 2021 | Mitosis DetectionPrognosis | —Unverified | 0 | 0 |
| Challenging mitosis detection algorithms: Global labels allow centroid localization | Nov 30, 2022 | Mitosis DetectionPrognosis | —Unverified | 0 | 0 |
| Deep Learning-based mitosis detection in breast cancer histologic samples | Sep 2, 2021 | Deep LearningMitosis Detection | —Unverified | 0 | 0 |
| Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge | Aug 26, 2022 | Active LearningData Augmentation | —Unverified | 0 | 0 |
| Domain Adaptive Cascade R-CNN for MItosis DOmain Generalization (MIDOG) Challenge | Sep 1, 2021 | Data AugmentationDomain Generalization | —Unverified | 0 | 0 |
| Domain-adversarial neural networks to address the appearance variability of histopathology images | Jul 19, 2017 | Mitosis Detection | —Unverified | 0 | 0 |
| Evaluation of the mitotic score of invasive breast carcinomas on digital slide: development and contribution of a mitosis detection algorithm | Oct 16, 2023 | Mitosis Detectionwhole slide images | —Unverified | 0 | 0 |
| Fine-Grained Hard Negative Mining: Generalizing Mitosis Detection with a Fifth of the MIDOG 2022 Dataset | Jan 3, 2023 | Data AugmentationDomain Generalization | —Unverified | 0 | 0 |
| Improving mitosis detection on histopathology images using large vision-language models | Oct 11, 2023 | Domain GeneralizationImage Captioning | —Unverified | 0 | 0 |