| Quantitative Evaluation of MILs' Reliability For WSIs Classification | Sep 17, 2024 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images | Oct 4, 2024 | Electron Microscopy Image SegmentationImage Registration | CodeCode Available | 0 |
| Diagnosising Helicobacter pylori using AutoEncoders and Limited Annotations through Anomalous Staining Patterns in IHC Whole Slide Images | Dec 18, 2024 | Specificitywhole slide images | CodeCode Available | 0 |
| Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images | Feb 6, 2023 | Melanoma Diagnosiswhole slide images | CodeCode Available | 0 |
| Learning to Segment Breast Biopsy Whole Slide Images | Sep 8, 2017 | DecoderDiagnostic | CodeCode Available | 0 |
| Learning Permutation Invariant Representations using Memory Networks | Nov 18, 2019 | 3D Object DetectionClassification | CodeCode Available | 0 |
| LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening | Mar 9, 2025 | whole slide images | CodeCode Available | 0 |
| LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtype | Nov 16, 2023 | DiagnosticInterpretable Machine Learning | CodeCode Available | 0 |
| Supervision and Source Domain Impact on Representation Learning: A Histopathology Case Study | May 10, 2020 | Dimensionality ReductionDomain Generalization | CodeCode Available | 0 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 |
| Exploring the Interplay Between Colorectal Cancer Subtypes Genomic Variants and Cellular Morphology: A Deep-Learning Approach | Mar 26, 2023 | Binary ClassificationClassification | CodeCode Available | 0 |
| 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 |
| KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level | Feb 11, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 |
| IRS: Incremental Relationship-guided Segmentation for Digital Pathology | May 28, 2025 | Continual LearningDomain Generalization | CodeCode Available | 0 |
| Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimens | Aug 19, 2021 | Cell DetectionDiagnostic | CodeCode Available | 0 |
| Ink removal from histopathology whole slide images by combining classification, detection and image generation models | May 10, 2019 | General ClassificationImage Generation | CodeCode Available | 0 |
| Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images | Jun 10, 2020 | Multi-Object TrackingObject Tracking | CodeCode Available | 0 |
| RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories | Jan 1, 2023 | Data AugmentationWeakly-supervised Learning | CodeCode Available | 0 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | CodeCode Available | 0 |
| RCNN for Region of Interest Detection in Whole Slide Images | Sep 16, 2020 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images | Jan 23, 2023 | Survival Analysiswhole slide images | CodeCode Available | 0 |
| Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation | Jun 17, 2024 | Artifact Detectionwhole slide images | CodeCode Available | 0 |
| Visual deep learning-based explanation for neuritic plaques segmentation in Alzheimer's Disease using weakly annotated whole slide histopathological images | Jan 13, 2023 | Morphological AnalysisSegmentation | CodeCode Available | 0 |
| MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features | Nov 20, 2023 | Prognosiswhole slide images | CodeCode Available | 0 |
| Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning | May 31, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 0 |
| DeepSMILE: Contrastive self-supervised pre-training benefits MSI and HRD classification directly from H&E whole-slide images in colorectal and breast cancer | Jul 20, 2021 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| Artificial Intelligence-Based Triaging of Cutaneous Melanocytic Lesions | Oct 14, 2024 | whole slide images | CodeCode Available | 0 |
| 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 |
| Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & Melanoma | May 16, 2024 | medical image detectionwhole slide images | CodeCode Available | 0 |
| A General Pipeline for Glomerulus Whole-Slide Image Segmentation | Nov 7, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation? | Dec 16, 2024 | Inductive Biaswhole slide images | CodeCode Available | 0 |
| How Good Are We? Evaluating Cell AI Foundation Models in Kidney Pathology with Human-in-the-Loop Enrichment | Oct 31, 2024 | whole slide images | CodeCode Available | 0 |
| Holistic and Historical Instance Comparison for Cervical Cell Detection | Sep 21, 2024 | Cell Detectionwhole slide images | CodeCode Available | 0 |
| Renal Cell Carcinoma Detection and Subtyping with Minimal Point-Based Annotation in Whole-Slide Images | Aug 12, 2020 | Diagnosticwhole slide images | CodeCode Available | 0 |
| Beyond the Monitor: Mixed Reality Visualization and AI for Enhanced Digital Pathology Workflow | May 5, 2025 | DiagnosticMixed Reality | CodeCode Available | 0 |
| HistoSegNet: Semantic Segmentation of Histological Tissue Type in Whole Slide Images | Oct 1, 2019 | DiagnosticMedical Image Segmentation | CodeCode Available | 0 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 |
| Weakly-Supervised Deep Learning Model for Prostate Cancer Diagnosis and Gleason Grading of Histopathology Images | Dec 25, 2022 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis | Aug 16, 2024 | Cancer ClassificationOpenAI Gym | CodeCode Available | 0 |
| hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images | Apr 10, 2023 | whole slide images | CodeCode Available | 0 |
| Hierarchical Vision Transformers for Context-Aware Prostate Cancer Grading in Whole Slide Images | Dec 19, 2023 | whole slide images | CodeCode Available | 0 |
| The Iris File Extension | Apr 21, 2025 | whole slide images | CodeCode Available | 0 |
| The NCI Imaging Data Commons as a platform for reproducible research in computational pathology | Mar 16, 2023 | whole slide images | CodeCode Available | 0 |
| Deep Neural Networks integrating genomics and histopathological images for predicting stages and survival time-to-event in colon cancer | Dec 13, 2022 | Classificationwhole slide images | CodeCode Available | 0 |
| A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images | Nov 1, 2020 | Scene ParsingSemantic Segmentation | CodeCode Available | 0 |
| Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics | Nov 29, 2022 | GPUMultiple Instance Learning | CodeCode Available | 0 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Deep Learning for Identifying Metastatic Breast Cancer | Jun 18, 2016 | Deep LearningGeneral Classification | CodeCode Available | 0 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | CodeCode Available | 0 |
| GRASP: GRAph-Structured Pyramidal Whole Slide Image Representation | Feb 6, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |