| ScanNet: A Fast and Dense Scanning Framework for Metastatic Breast Cancer Detection from Whole-Slide Images | Jul 30, 2017 | Breast Cancer DetectionDiagnostic | —Unverified | 0 | 0 |
| Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H&E Whole Slide Images | Aug 18, 2024 | AllPrognosis | —Unverified | 0 | 0 |
| Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs) | Nov 25, 2023 | DiagnosticSegmentation | —Unverified | 0 | 0 |
| Segmenting Potentially Cancerous Areas in Prostate Biopsies using Semi-Automatically Annotated Data | Apr 15, 2019 | whole slide images | —Unverified | 0 | 0 |
| Selecting Regions of Interest in Large Multi-Scale Images for Cancer Pathology | Jul 3, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Selection of Distinct Morphologies to Divide & Conquer Gigapixel Pathology Images | Nov 16, 2023 | whole slide images | —Unverified | 0 | 0 |
| Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification | Nov 10, 2021 | Classificationimage-classification | —Unverified | 0 | 0 |
| Self-similarity Student for Partial Label Histopathology Image Segmentation | Jul 19, 2020 | DiagnosticImage Segmentation | —Unverified | 0 | 0 |
| Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime | Feb 10, 2023 | Multiple Instance LearningSelf-Supervised Learning | —Unverified | 0 | 0 |
| Self-supervised learning of a tailored Convolutional Auto Encoder for histopathological prostate grading | Mar 21, 2023 | Self-Supervised Learningwhole slide images | —Unverified | 0 | 0 |
| Self-Supervised Similarity Learning for Digital Pathology | May 20, 2019 | Image RetrievalRetrieval | —Unverified | 0 | 0 |
| Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology | Dec 7, 2020 | BIG-bench Machine LearningSelf-Supervised Learning | —Unverified | 0 | 0 |
| Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images | Apr 16, 2024 | AnatomyDiagnostic | —Unverified | 0 | 0 |
| Semantic Segmentation of Histopathological Slides for the Classification of Cutaneous Lymphoma and Eczema | Sep 10, 2020 | DiagnosticGeneral Classification | —Unverified | 0 | 0 |
| Simple and Efficient Confidence Score for Grading Whole Slide Images | Mar 8, 2023 | whole slide images | —Unverified | 0 | 0 |
| Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis | Jun 5, 2025 | GPUMulti-Label Classification | —Unverified | 0 | 0 |
| SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding | Oct 15, 2024 | Instruction FollowingVisual Question Answering (VQA) | —Unverified | 0 | 0 |
| Spatial Transcriptomics Expression Prediction from Histopathology Based on Cross-Modal Mask Reconstruction and Contrastive Learning | Jun 10, 2025 | Contrastive Learningwhole slide images | —Unverified | 0 | 0 |
| SPLICE -- Streamlining Digital Pathology Image Processing | Apr 26, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| Mitosis Detection, Fast and Slow: Robust and Efficient Detection of Mitotic Figures | Aug 26, 2022 | Domain GeneralizationMitosis Detection | —Unverified | 0 | 0 |
| Strategies for Training Stain Invariant CNNs | Oct 17, 2018 | whole slide images | —Unverified | 0 | 0 |
| Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology | May 28, 2025 | DiagnosticPrognosis | —Unverified | 0 | 0 |
| Summary of Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images | Dec 19, 2024 | Federated Learningwhole slide images | —Unverified | 0 | 0 |
| Survival Prediction Across Diverse Cancer Types Using Neural Networks | Apr 11, 2024 | PredictionPrognosis | —Unverified | 0 | 0 |
| SurvMamba: State Space Model with Multi-grained Multi-modal Interaction for Survival Prediction | Apr 11, 2024 | MambaPrediction | —Unverified | 0 | 0 |
| Switching Loss for Generalized Nucleus Detection in Histopathology | Aug 9, 2020 | GPUMedical Image Analysis | —Unverified | 0 | 0 |
| Test-time image-to-image translation ensembling improves out-of-distribution generalization in histopathology | Jun 20, 2022 | ArticlesData Augmentation | —Unverified | 0 | 0 |
| The impact of tissue detection on diagnostic artificial intelligence algorithms in digital pathology | Mar 29, 2025 | Diagnosticwhole slide images | —Unverified | 0 | 0 |
| Time to Embrace Natural Language Processing (NLP)-based Digital Pathology: Benchmarking NLP- and Convolutional Neural Network-based Deep Learning Pipelines | Feb 21, 2023 | Benchmarkingwhole slide images | —Unverified | 0 | 0 |
| Tissue Artifact Segmentation and Severity Analysis for Automated Diagnosis Using Whole Slide Images | Jan 1, 2024 | Artifact Detectionwhole slide images | —Unverified | 0 | 0 |
| An efficient dual-branch framework via implicit self-texture enhancement for arbitrary-scale histopathology image super-resolution | Jan 28, 2024 | Image Super-ResolutionSuper-Resolution | —Unverified | 0 | 0 |
| Towards Efficient Information Fusion: Concentric Dual Fusion Attention Based Multiple Instance Learning for Whole Slide Images | Mar 21, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 | 0 |
| Towards More Transparent and Accurate Cancer Diagnosis with an Unsupervised CAE Approach | May 19, 2023 | DiagnosticImage Retrieval | —Unverified | 0 | 0 |
| Spectral decoupling allows training transferable neural networks in medical imaging | Mar 31, 2021 | Image Classificationwhole slide images | —Unverified | 0 | 0 |
| Transformer-based Model for Oral Epithelial Dysplasia Segmentation | Nov 9, 2023 | modelSegmentation | —Unverified | 0 | 0 |
| Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin | May 1, 2024 | Deep LearningDiagnostic | —Unverified | 0 | 0 |
| Translating Imaging to Genomics: Leveraging Transformers for Predictive Modeling | Aug 1, 2024 | whole slide images | —Unverified | 0 | 0 |
| TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology | Apr 17, 2025 | Unsupervised nucleus segmentationwhole slide images | —Unverified | 0 | 0 |
| Tumor segmentation on whole slide images: training or prompting? | Feb 21, 2024 | Computational EfficiencySegmentation | —Unverified | 0 | 0 |
| UNICORN: A Deep Learning Model for Integrating Multi-Stain Data in Histopathology | Sep 26, 2024 | whole slide images | —Unverified | 0 | 0 |
| Unleashing the Infinity Power of Geometry: A Novel Geometry-Aware Transformer (GOAT) for Whole Slide Histopathology Image Analysis | Feb 8, 2024 | Prognosiswhole slide images | —Unverified | 0 | 0 |
| Unlocking the Potential of Digital Pathology: Novel Baselines for Compression | Dec 17, 2024 | whole slide images | —Unverified | 0 | 0 |
| Unsupervised Artifact Detection for Whole Slide Images of Prostate Biopsies | Sep 29, 2021 | Artifact DetectionOne-Class Classification | —Unverified | 0 | 0 |
| Unsupervised Latent Stain Adaptation for Computational Pathology | Jun 27, 2024 | Cancer Classificationwhole slide images | —Unverified | 0 | 0 |
| Unsupervised Learning of Deep-Learned Features from Breast Cancer Images | Jun 21, 2020 | whole slide images | —Unverified | 0 | 0 |
| Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification | May 3, 2023 | Classificationimage-classification | —Unverified | 0 | 0 |
| Using deep learning to detect patients at risk for prostate cancer despite benign biopsies | Jun 27, 2021 | Hyperparameter OptimizationModel Optimization | —Unverified | 0 | 0 |
| Using Whole Slide Image Representations from Self-Supervised Contrastive Learning for Melanoma Concordance Regression | Oct 10, 2022 | Contrastive LearningDecision Making | —Unverified | 0 | 0 |
| UWarp: A Whole Slide Image Registration Pipeline to Characterize Scanner-Induced Local Domain Shift | Mar 26, 2025 | Domain AdaptationImage Registration | —Unverified | 0 | 0 |
| Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology | Aug 1, 2024 | Diversitywhole slide images | —Unverified | 0 | 0 |