| Improving mitosis detection on histopathology images using large vision-language models | Oct 11, 2023 | Domain GeneralizationImage Captioning | —Unverified | 0 |
| Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images | May 29, 2021 | Semantic Segmentationwhole slide images | —Unverified | 0 |
| Her2 Challenge Contest: A Detailed Assessment of Automated Her2 Scoring Algorithms in Whole Slide Images of Breast Cancer Tissues | May 23, 2017 | Diagnosticwhole slide images | —Unverified | 0 |
| Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations | Sep 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Improving Prostate Cancer Detection with Breast Histopathology Images | Mar 14, 2019 | General ClassificationTransfer Learning | —Unverified | 0 |
| Computer-aided Detection of Squamous Carcinoma of the Cervix in Whole Slide Images | May 27, 2019 | whole slide images | —Unverified | 0 |
| Computational Pathology for Brain Disorders | Jan 13, 2023 | whole slide images | —Unverified | 0 |
| Assessment of algorithms for mitosis detection in breast cancer histopathology images | Nov 21, 2014 | Mitosis Detectionwhole slide images | —Unverified | 0 |
| Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images | Apr 26, 2019 | DiagnosticInformativeness | —Unverified | 0 |
| Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics | Aug 21, 2020 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Computational analysis of pathological image enables interpretable prediction for microsatellite instability | Oct 7, 2020 | Feature Importancewhole slide images | —Unverified | 0 |
| Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment | Feb 17, 2022 | DiagnosticSensitivity | —Unverified | 0 |
| Improved Breast Cancer Diagnosis through Transfer Learning on Hematoxylin and Eosin Stained Histology Images | Sep 15, 2023 | Image AugmentationTransfer Learning | —Unverified | 0 |
| The Importance of Downstream Networks in Digital Pathology Foundation Models | Nov 29, 2023 | Representation LearningSensitivity | —Unverified | 0 |
| GloFinder: AI-empowered QuPath Plugin for WSI-level Glomerular Detection, Visualization, and Curation | Nov 27, 2024 | Object Localizationwhole slide images | —Unverified | 0 |
| Comparison of Different Methods for Tissue Segmentation in Histopathological Whole-Slide Images | Mar 17, 2017 | Image SegmentationSegmentation | —Unverified | 0 |
| Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning' | Apr 7, 2023 | BinarizationImage Retrieval | —Unverified | 0 |
| Generating Seamless Virtual Immunohistochemical Whole Slide Images with Content and Color Consistency | Oct 1, 2024 | DiagnosticVirtual Staining | —Unverified | 0 |
| Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology | Jan 29, 2025 | Representation Learningwhole slide images | —Unverified | 0 |
| Imaging-based histological features are predictive of MET alterations in Non-Small Cell Lung Cancer | Mar 18, 2022 | whole slide images | —Unverified | 0 |
| Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks | May 17, 2018 | whole slide images | —Unverified | 0 |
| Generalizable Cervical Cancer Screening via Large-scale Pretraining and Test-Time Adaptation | Feb 12, 2025 | SensitivityTest-time Adaptation | —Unverified | 0 |
| Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images | Nov 9, 2022 | Data AugmentationTransfer Learning | —Unverified | 0 |
| A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology | Sep 6, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| Colorectal cancer survival prediction using deep distribution based multiple-instance learning | Apr 24, 2022 | Deep LearningMultiple Instance Learning | —Unverified | 0 |
| A Semi-Supervised Framework for Automatic Pixel-Wise Breast Cancer Grading of Histological Images | Jul 3, 2019 | Active LearningCollaborative Filtering | —Unverified | 0 |
| A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images | Mar 7, 2018 | Data AugmentationSegmentation | —Unverified | 0 |
| GANDA: A deep generative adversarial network predicts the spatial distribution of nanoparticles in tumor pixelly | Dec 23, 2020 | Generative Adversarial Networkwhole slide images | —Unverified | 0 |
| From WSI-level to Patch-level: Structure Prior Guided Binuclear Cell Fine-grained Detection | Aug 26, 2022 | whole slide images | —Unverified | 0 |
| Glioma subtype classification from histopathological images using in-domain and out-of-domain transfer learning: An experimental study | Sep 29, 2023 | Domain AdaptationMulti-Task Learning | —Unverified | 0 |
| From slides (through tiles) to pixels: an explainability framework for weakly supervised models in pre-clinical pathology | Feb 3, 2023 | Explainable Artificial Intelligence (XAI)whole slide images | —Unverified | 0 |
| GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video | Oct 28, 2020 | Image RegistrationOptical Flow Estimation | —Unverified | 0 |
| Composite Biomarker Image for Advanced Visualization in Histopathology | Apr 24, 2023 | whole slide images | —Unverified | 0 |
| A Spitzoid Tumor dataset with clinical metadata and Whole Slide Images for Deep Learning models | Oct 16, 2023 | Diagnosticwhole slide images | —Unverified | 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 |
| Identifying regions of interest in whole slide images of renal cell carcinoma | Apr 9, 2025 | feature selectionimage-classification | —Unverified | 0 |
| Graph Neural Networks in Histopathology: Emerging Trends and Future Directions | Jun 18, 2024 | Graph structure learningwhole slide images | —Unverified | 0 |
| Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool | Sep 23, 2024 | PrognosisSpecificity | —Unverified | 0 |
| Immunocto: a massive immune cell database auto-generated for histopathology | Jun 3, 2024 | Cell DetectionPrognosis | —Unverified | 0 |
| CNN Cascades for Segmenting Whole Slide Images of the Kidney | Aug 1, 2017 | Segmentationwhole slide images | —Unverified | 0 |
| From Pixels to Gigapixels: Bridging Local Inductive Bias and Long-Range Dependencies with Pixel-Mamba | Dec 21, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning | Aug 25, 2024 | Contrastive Learningwhole slide images | —Unverified | 0 |
| From Histopathology Images to Cell Clouds: Learning Slide Representations with Hierarchical Cell Transformer | Dec 21, 2024 | Survival Predictionwhole slide images | —Unverified | 0 |
| A self-supervised framework for learning whole slide representations | Feb 9, 2024 | DiagnosticLanguage Modelling | —Unverified | 0 |
| Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis | Sep 18, 2024 | ClassificationDenoising | —Unverified | 0 |
| Foundation Models -- A Panacea for Artificial Intelligence in Pathology? | Feb 28, 2025 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Clustered Patch Embeddings for Permutation-Invariant Classification of Whole Slide Images | Nov 13, 2024 | Computational Efficiencywhole slide images | —Unverified | 0 |
| Hierarchical discriminative learning improves visual representations of biomedical microscopy | Mar 2, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| First steps on Gamification of Lung Fluid Cells Annotations in the Flower Domain | Nov 5, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Artificial Intelligence for Digital and Computational Pathology | Dec 13, 2023 | Prognosiswhole slide images | —Unverified | 0 |