| Instance-based Vision Transformer for Subtyping of Papillary Renal Cell Carcinoma in Histopathological Image | Jun 23, 2021 | Vocal Bursts Type Predictionwhole slide images | CodeCode Available | 1 |
| SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification | May 6, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification | Mar 19, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training | Feb 23, 2021 | Image Generationwhole slide images | CodeCode Available | 1 |
| UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading | Jan 25, 2021 | Colorectal Polyps CharacterizationGeneral Classification | CodeCode Available | 1 |
| Quick Annotator: an open-source digital pathology based rapid image annotation tool | Jan 6, 2021 | whole slide images | CodeCode Available | 1 |
| CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images | Jan 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 |
| Dual-stream Multiple Instance Learning Network for Whole Slide Image Classification with Self-supervised Contrastive Learning | Nov 17, 2020 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Multiple Instance Learning with Center Embeddings for Histopathology Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Whole Slide Images based Cancer Survival Prediction using Attention Guided Deep Multiple Instance Learning Networks | Sep 23, 2020 | Deep AttentionMultiple Instance Learning | CodeCode Available | 1 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology | Jul 28, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| Deep Learning-based Computational Pathology Predicts Origins for Cancers of Unknown Primary | Jun 24, 2020 | Diagnosticwhole slide images | CodeCode Available | 1 |
| HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images | Jun 22, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Manifolds for Unsupervised Visual Anomaly Detection | Jun 19, 2020 | Anomaly Detectionwhole slide images | CodeCode Available | 1 |
| Detection of prostate cancer in whole-slide images through end-to-end training with image-level labels | Jun 5, 2020 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| Classification of Epithelial Ovarian Carcinoma Whole-Slide Pathology Images Using Deep Transfer Learning | May 22, 2020 | General ClassificationTransfer Learning | CodeCode Available | 1 |
| EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control | Apr 30, 2020 | ClusteringDeep Learning | CodeCode Available | 1 |
| Data Efficient and Weakly Supervised Computational Pathology on Whole Slide Images | Apr 20, 2020 | ClusteringDiagnostic | CodeCode Available | 1 |
| Weakly supervised multiple instance learning histopathological tumor segmentation | Apr 10, 2020 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 |
| PanNuke Dataset Extension, Insights and Baselines | Mar 24, 2020 | Selection biaswhole slide images | CodeCode Available | 1 |
| SOS: Selective Objective Switch for Rapid Immunofluorescence Whole Slide Image Classification | Mar 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Regional Registration of Whole Slide Image Stacks Containing Highly Deformed Artefacts | Feb 28, 2020 | whole slide images | CodeCode Available | 1 |
| Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides | Aug 12, 2019 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning | Sep 17, 2018 | General ClassificationLung Cancer Diagnosis | CodeCode Available | 1 |
| Evidence-based diagnostic reasoning with multi-agent copilot for human pathology | Jun 26, 2025 | Diagnosticwhole slide images | —Unverified | 0 |
| Cross-Modality Learning for Predicting IHC Biomarkers from H&E-Stained Whole-Slide Images | Jun 18, 2025 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Semi-Automated Quality Assurance in Digital Pathology: Tile Classification Approach | Jun 12, 2025 | Diagnosticwhole slide images | —Unverified | 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 |
| PixCell: A generative foundation model for digital histopathology images | Jun 5, 2025 | Cell SegmentationData Augmentation | —Unverified | 0 |
| Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis | Jun 5, 2025 | GPUMulti-Label Classification | —Unverified | 0 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| DLiPath: A Benchmark for the Comprehensive Assessment of Donor Liver Based on Histopathological Image Dataset | May 30, 2025 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| PathGene: Benchmarking Driver Gene Mutations and Exon Prediction Using Multicenter Lung Cancer Histopathology Image Dataset | May 30, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 0 |
| DSAGL: Dual-Stream Attention-Guided Learning for Weakly Supervised Whole Slide Image Classification | May 29, 2025 | image-classificationImage Classification | —Unverified | 0 |
| Subspecialty-Specific Foundation Model for Intelligent Gastrointestinal Pathology | May 28, 2025 | DiagnosticPrognosis | —Unverified | 0 |
| IRS: Incremental Relationship-guided Segmentation for Digital Pathology | May 28, 2025 | Continual LearningDomain Generalization | CodeCode Available | 0 |
| Automated Quality Evaluation of Cervical Cytopathology Whole Slide Images Based on Content Analysis | May 20, 2025 | Diagnosticobject-detection | —Unverified | 0 |
| Any-to-Any Learning in Computational Pathology via Triplet Multimodal Pretraining | May 19, 2025 | Survival PredictionTriplet | —Unverified | 0 |
| Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges | May 16, 2025 | Data AugmentationDiagnostic | —Unverified | 0 |
| ADNP-15: An Open-Source Histopathological Dataset for Neuritic Plaque Segmentation in Human Brain Whole Slide Images with Frequency Domain Image Enhancement for Stain Normalization | May 8, 2025 | Image EnhancementImage Segmentation | —Unverified | 0 |
| Beyond the Monitor: Mixed Reality Visualization and AI for Enhanced Digital Pathology Workflow | May 5, 2025 | DiagnosticMixed Reality | CodeCode Available | 0 |
| Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation | May 4, 2025 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 |
| Automating tumor-infiltrating lymphocyte assessment in breast cancer histopathology images using QuPath: a transparent and accessible machine learning pipeline | Apr 23, 2025 | Cell Detectionwhole slide images | —Unverified | 0 |
| The Iris File Extension | Apr 21, 2025 | whole slide images | CodeCode Available | 0 |
| TUMLS: Trustful Fully Unsupervised Multi-Level Segmentation for Whole Slide Images of Histology | Apr 17, 2025 | Unsupervised nucleus segmentationwhole slide images | —Unverified | 0 |
| ChatEXAONEPath: An Expert-level Multimodal Large Language Model for Histopathology Using Whole Slide Images | Apr 17, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network | Apr 13, 2025 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |