| Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology | Aug 9, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 | 5 |
| A Closer Look at Domain Shift for Deep Learning in Histopathology | Sep 25, 2019 | General Classificationwhole slide images | CodeCode Available | 0 | 5 |
| Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images | Jan 23, 2023 | Survival Analysiswhole slide images | 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 |
| Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images | Jun 10, 2020 | Multi-Object TrackingObject Tracking | CodeCode Available | 0 | 5 |
| MAg: a simple learning-based patient-level aggregation method for detecting microsatellite instability from whole-slide images | Jan 13, 2022 | Prognosiswhole slide images | CodeCode Available | 0 | 5 |
| A Spatially-Aware Multiple Instance Learning Framework for Digital Pathology | Apr 24, 2025 | Computational EfficiencyMultiple Instance Learning | CodeCode Available | 0 | 5 |
| LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtype | Nov 16, 2023 | DiagnosticInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Leveraging Transfer Learning and Multiple Instance Learning for HER2 Automatic Scoring of H\&E Whole Slide Images | Nov 5, 2024 | Multiple Instance LearningTransfer Learning | CodeCode Available | 0 | 5 |
| Leveraging image captions for selective whole slide image annotation | Jul 8, 2024 | DiversityImage Captioning | CodeCode Available | 0 | 5 |
| LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening | Mar 9, 2025 | whole slide images | CodeCode Available | 0 | 5 |
| CNN-based Approach for Cervical Cancer Classification in Whole-Slide Histopathology Images | May 28, 2020 | Cancer ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level | Feb 11, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 | 5 |
| IRS: Incremental Relationship-guided Segmentation for Digital Pathology | May 28, 2025 | Continual LearningDomain Generalization | CodeCode Available | 0 | 5 |
| Clinical-grade Multi-Organ Pathology Report Generation for Multi-scale Whole Slide Images via a Semantically Guided Medical Text Foundation Model | Sep 23, 2024 | whole slide images | CodeCode Available | 0 | 5 |
| Artificial Intelligence-Based Triaging of Cutaneous Melanocytic Lesions | Oct 14, 2024 | whole slide images | CodeCode Available | 0 | 5 |
| Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens | Aug 19, 2021 | Cell DetectionDiagnostic | CodeCode Available | 0 | 5 |
| Learning Permutation Invariant Representations using Memory Networks | Nov 18, 2019 | 3D Object DetectionClassification | CodeCode Available | 0 | 5 |
| Ink removal from histopathology whole slide images by combining classification, detection and image generation models | May 10, 2019 | General ClassificationImage Generation | CodeCode Available | 0 | 5 |
| Fast GPU-Enabled Color Normalization for Digital Pathology | Jan 10, 2019 | Color NormalizationGPU | CodeCode Available | 0 | 5 |
| FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification | Jul 10, 2024 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images | Dec 28, 2024 | Conformal PredictionFairness | CodeCode Available | 0 | 5 |
| Adaptive Region Selection for Active Learning in Whole Slide Image Semantic Segmentation | Jul 14, 2023 | Active LearningInformativeness | CodeCode Available | 0 | 5 |
| Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation | Jun 17, 2024 | Artifact Detectionwhole slide images | CodeCode Available | 0 | 5 |
| Learning to Segment Breast Biopsy Whole Slide Images | Sep 8, 2017 | DecoderDiagnostic | CodeCode Available | 0 | 5 |
| HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images | Oct 1, 2019 | DiagnosticMedical Image Segmentation | CodeCode Available | 0 | 5 |
| HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis | Aug 16, 2024 | Cancer ClassificationOpenAI Gym | CodeCode Available | 0 | 5 |
| Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? | Dec 16, 2024 | Inductive Biaswhole slide images | CodeCode Available | 0 | 5 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 | 5 |
| hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images | Apr 10, 2023 | whole slide images | CodeCode Available | 0 | 5 |
| Holistic and Historical Instance Comparison for Cervical Cell Detection | Sep 21, 2024 | Cell Detectionwhole slide images | CodeCode Available | 0 | 5 |
| CASC-AI: Consensus-aware Self-corrective AI Agents for Noise Cell Segmentation | Feb 11, 2025 | AI AgentCell Segmentation | CodeCode Available | 0 | 5 |
| Evaluating and interpreting caption prediction for histopathology images | Jul 8, 2020 | Caption GenerationImage Captioning | CodeCode Available | 0 | 5 |
| Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images | Dec 19, 2023 | whole slide images | CodeCode Available | 0 | 5 |
| Equipping Computational Pathology Systems with Artifact Processing Pipelines: A Showcase for Computation and Performance Trade-offs | Mar 12, 2024 | Airbubbles DetectionAnomaly Detection | CodeCode Available | 0 | 5 |
| A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images | Feb 14, 2022 | BIG-bench Machine LearningCell Detection | CodeCode Available | 0 | 5 |
| Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics | Nov 29, 2022 | GPUMultiple Instance Learning | CodeCode Available | 0 | 5 |
| EOCSA: Predicting Prognosis of Epithelial Ovarian Cancer with Whole Slide Histopathological Images | Oct 11, 2022 | PrognosisSurvival Analysis | CodeCode Available | 0 | 5 |
| DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention | Jul 15, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 | 5 |
| Cancer Metastasis Detection With Neural Conditional Random Field | Jun 19, 2018 | Cancer Metastasis DetectionMedical Image Analysis | CodeCode Available | 0 | 5 |
| FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification | Sep 29, 2024 | ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Glo-In-One-v2: Holistic Identification of Glomerular Cells, Tissues, and Lesions in Human and Mouse Histopathology | Nov 25, 2024 | Lesion SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Going Deeper through the Gleason Scoring Scale: An Automatic end-to-end System for Histology Prostate Grading and Cribriform Pattern Detection | May 21, 2021 | Diagnosticwhole slide images | CodeCode Available | 0 | 5 |
| GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology | Jan 8, 2025 | DiagnosticGraph Attention | CodeCode Available | 0 | 5 |
| GeneQuery: A General QA-based Framework for Spatial Gene Expression Predictions from Histology Images | Nov 27, 2024 | Question Answeringwhole slide images | CodeCode Available | 0 | 5 |
| Gene-induced Multimodal Pre-training for Image-omic Classification | Sep 6, 2023 | ClassificationTriplet | CodeCode Available | 0 | 5 |
| A Pathologist-Annotated Dataset for Validating Artificial Intelligence: A Project Description and Pilot Study | Oct 14, 2020 | whole slide images | CodeCode Available | 0 | 5 |