| Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images | Nov 21, 2023 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Automated Quanti cation Of Blood Microvessels In Hematoxylin And Eosin Whole Slide Images | Jul 20, 2021 | whole slide images | —Unverified | 0 |
| Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis | May 20, 2025 | Diagnosticobject-detection | —Unverified | 0 |
| Dynamic Hypergraph Representation for Bone Metastasis Cancer Analysis | Jan 28, 2025 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Deep learning assessment of breast terminal duct lobular unit involution: towards automated prediction of breast cancer risk | Oct 31, 2019 | whole slide images | —Unverified | 0 |
| A Deep Learning Study on Osteosarcoma Detection from Histological Images | Nov 2, 2020 | Deep LearningPrognosis | —Unverified | 0 |
| Deep Interactive Learning: An Efficient Labeling Approach for Deep Learning-Based Osteosarcoma Treatment Response Assessment | Jul 2, 2020 | whole slide images | —Unverified | 0 |
| Automated identification and quantification of myocardial inflammatory infiltration in digital histological images to diagnose myocarditis | Jul 3, 2023 | SensitivitySpecificity | —Unverified | 0 |
| A comparative study between vision transformers and CNNs in digital pathology | Jun 1, 2022 | Inductive Biaswhole slide images | —Unverified | 0 |
| Hierarchical Deep Convolutional Neural Networks for Multi-category Diagnosis of Gastrointestinal Disorders on Histopathological Images | May 8, 2020 | General Classificationimage-classification | —Unverified | 0 |
| Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis | May 15, 2024 | Binary Classificationwhole slide images | —Unverified | 0 |
| Automated Diagnosis of Lymphoma with Digital Pathology Images Using Deep Learning | Oct 30, 2018 | Deep LearningDiagnostic | —Unverified | 0 |
| Decoding the visual attention of pathologists to reveal their level of expertise | Mar 25, 2024 | whole slide images | —Unverified | 0 |
| DCT-HistoTransformer: Efficient Lightweight Vision Transformer with DCT Integration for histopathological image analysis | Oct 24, 2024 | Binary ClassificationBreast Cancer Detection | —Unverified | 0 |
| An Aggregation of Aggregation Methods in Computational Pathology | Nov 2, 2022 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| A deep learning model for gastric diffuse-type adenocarcinoma classification in whole slide images | Apr 26, 2021 | DiagnosticGeneral Classification | —Unverified | 0 |
| Augmented Mitotic Cell Count using Field Of Interest Proposal | Oct 1, 2018 | Region Proposalwhole slide images | —Unverified | 0 |
| AugDiff: Diffusion based Feature Augmentation for Multiple Instance Learning in Whole Slide Image | Mar 11, 2023 | DiversityImage Augmentation | —Unverified | 0 |
| PixCell: A generative foundation model for digital histopathology images | Jun 5, 2025 | Cell SegmentationData Augmentation | —Unverified | 0 |
| Hierarchical discriminative learning improves visual representations of biomedical microscopy | Mar 2, 2023 | Contrastive LearningRepresentation Learning | —Unverified | 0 |
| HistoColAi: An Open-Source Web Platform for Collaborative Digital Histology Image Annotation with AI-Driven Predictive Integration | Jul 11, 2023 | Diagnosticwhole slide images | —Unverified | 0 |
| Crown-Like Structures in Breast Adipose Tissue: Finding a 'Needle-in-a-Haystack' using Artificial Intelligence and Collaborative Active Learning on the Web | Sep 12, 2024 | Active LearningDiagnostic | —Unverified | 0 |
| Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges | May 16, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| Cross-organ Deployment of EOS Detection AI without Retraining: Feasibility and Limitation | Nov 24, 2024 | whole slide images | —Unverified | 0 |
| Cross-Modal Prototype Allocation: Unsupervised Slide Representation Learning via Patch-Text Contrast in Computational Pathology | Mar 26, 2025 | DescriptiveLarge Language Model | —Unverified | 0 |
| Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images | Jun 18, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Attention-based Multiple Instance Learning with Mixed Supervision on the Camelyon16 Dataset | Jul 20, 2021 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Cross-attention-based saliency inference for predicting cancer metastasis on whole slide images | Sep 18, 2023 | Multiple Instance LearningRepresentation Learning | —Unverified | 0 |
| A Multi-resolution Model for Histopathology Image Classification and Localization with Multiple Instance Learning | Nov 5, 2020 | General Classificationimage-classification | —Unverified | 0 |
| Graph Neural Networks in Histopathology: Emerging Trends and Future Directions | Jun 18, 2024 | Graph structure learningwhole slide images | —Unverified | 0 |
| Creating small but meaningful representations of digital pathology images | Jul 20, 2021 | Image RetrievalRepresentation Learning | —Unverified | 0 |
| Creating an Atlas of Normal Tissue for Pruning WSI Patching Through Anomaly Detection | Oct 4, 2023 | Anomaly Detectionwhole slide images | —Unverified | 0 |
| A tool for user friendly, cloud based, whole slide image segmentation | Jan 18, 2021 | Image SegmentationManagement | —Unverified | 0 |
| Coupling weak and strong supervision for classification of prostate cancer histopathology images | Nov 16, 2018 | General Classificationwhole slide images | —Unverified | 0 |
| A Survey on Graph-Based Deep Learning for Computational Histopathology | Jul 1, 2021 | Deep Learninggraph construction | —Unverified | 0 |
| A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention | Jul 26, 2024 | ClassificationInstance Segmentation | —Unverified | 0 |
| A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks | Jan 27, 2025 | Contrastive LearningSelf-Supervised Learning | —Unverified | 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 |
| Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images | May 10, 2017 | Binary ClassificationClassification | —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 |
| Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics | Aug 21, 2020 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Context-Aware Self-Supervised Learning of Whole Slide Images | Jun 7, 2023 | Self-Supervised Learningwhole slide images | —Unverified | 0 |
| Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images | May 29, 2021 | Semantic Segmentationwhole 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 |
| 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 |
| Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool | Sep 23, 2024 | PrognosisSpecificity | —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 |
| Weakly Supervised Instance Learning for Thyroid Malignancy Prediction from Whole Slide Cytopathology Images | Apr 26, 2019 | DiagnosticInformativeness | —Unverified | 0 |