| Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping | Jul 25, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 | 5 |
| PathGene: Benchmarking Driver Gene Mutations and Exon Prediction Using Multicenter Lung Cancer Histopathology Image Dataset | May 30, 2025 | BenchmarkingMultiple Instance Learning | CodeCode Available | 0 | 5 |
| PseudoCell: Hard Negative Mining as Pseudo Labeling for Deep Learning-Based Centroblast Cell Detection | Jul 6, 2023 | Cell Detectionobject-detection | CodeCode Available | 0 | 5 |
| Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning | Jun 20, 2024 | whole slide images | CodeCode Available | 0 | 5 |
| A General Pipeline for Glomerulus Whole-Slide Image Segmentation | Nov 7, 2024 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Deep Learning for Identifying Metastatic Breast Cancer | Jun 18, 2016 | Deep LearningGeneral Classification | CodeCode Available | 0 | 5 |
| Masked Pre-Training of Transformers for Histology Image Analysis | Apr 14, 2023 | Multiple Instance LearningPrognosis | 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 |
| Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images | Jan 23, 2023 | Survival Analysiswhole slide images | CodeCode Available | 0 | 5 |
| MGCT: Mutual-Guided Cross-Modality Transformer for Survival Outcome Prediction using Integrative Histopathology-Genomic Features | Nov 20, 2023 | Prognosiswhole slide images | 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 |
| Deep Learning-Based Objective and Reproducible Osteosarcoma Chemotherapy Response Assessment and Outcome Prediction | Aug 9, 2022 | ManagementPrognosis | 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 |
| Automatic and explainable grading of meningiomas from histopathology images | Jul 19, 2021 | object-detectionObject Detection | CodeCode Available | 0 | 5 |
| LSA: Latent Style Augmentation Towards Stain-Agnostic Cervical Cancer Screening | Mar 9, 2025 | whole slide images | CodeCode Available | 0 | 5 |
| Deep learning-based classification of breast cancer molecular subtypes from H&E whole-slide images | Aug 30, 2024 | whole slide images | CodeCode Available | 0 | 5 |
| Learning to Segment Breast Biopsy Whole Slide Images | Sep 8, 2017 | DecoderDiagnostic | CodeCode Available | 0 | 5 |
| Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis | Jun 27, 2022 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| Analysis and Validation of Image Search Engines in Histopathology | Jan 6, 2024 | Image RetrievalPrognosis | CodeCode Available | 0 | 5 |
| Learning Permutation Invariant Representations using Memory Networks | Nov 18, 2019 | 3D Object DetectionClassification | CodeCode Available | 0 | 5 |
| Leveraging image captions for selective whole slide image annotation | Jul 8, 2024 | DiversityImage Captioning | 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 |
| Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification | Aug 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology | Dec 21, 2016 | Mitosis Detectionwhole slide images | CodeCode Available | 0 | 5 |
| KPIs 2024 Challenge: Advancing Glomerular Segmentation from Patch- to Slide-Level | Feb 11, 2025 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors | Jan 5, 2021 | object-detectionObject Detection | CodeCode Available | 0 | 5 |
| Learned Image Compression and Restoration for Digital Pathology | Mar 31, 2025 | DiagnosticImage Compression | CodeCode Available | 0 | 5 |
| Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide Images | Sep 26, 2022 | Artifact DetectionBinary Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Detection and Localization of Melanoma Skin Cancer in Histopathological Whole Slide Images | Feb 6, 2023 | Melanoma Diagnosiswhole slide images | CodeCode Available | 0 | 5 |
| Attention to detail: inter-resolution knowledge distillation | Jan 11, 2024 | Knowledge Distillationwhole slide images | 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 |
| An Investigation into Glomeruli Detection in Kidney H&E and PAS Images using YOLO | Jul 25, 2023 | DiagnosticSpecificity | CodeCode Available | 0 | 5 |
| Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays | Dec 15, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 | 5 |
| Attention2Minority: A salient instance inference-based multiple instance learning for classifying small lesions in whole slide images | Jan 18, 2023 | ClassificationMultiple Instance Learning | CodeCode Available | 0 | 5 |
| CrossFusion: A Multi-Scale Cross-Attention Convolutional Fusion Model for Cancer Survival Prediction | Mar 3, 2025 | PrognosisSurvival Prediction | 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 |
| 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 |
| Automated Classification of Histopathology Images Using Transfer Learning | Mar 24, 2019 | ClassificationDiagnostic | CodeCode Available | 0 | 5 |
| DiffKillR: Killing and Recreating Diffeomorphisms for Cell Annotation in Dense Microscopy Images | Oct 4, 2024 | Electron Microscopy Image SegmentationImage Registration | CodeCode Available | 0 | 5 |
| Contrastive learning-based computational histopathology predict differential expression of cancer driver genes | Apr 25, 2022 | Contrastive Learningwhole slide images | CodeCode Available | 0 | 5 |
| A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images | Oct 23, 2019 | Cancer ClassificationClassification | CodeCode Available | 0 | 5 |
| Keep It Accurate and Robust: An Enhanced Nuclei Analysis Framework | Mar 4, 2022 | ClassificationSegmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology | Aug 9, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Domain-Specific Pre-training Improves Confidence in Whole Slide Image Classification | Feb 20, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Holistic and Historical Instance Comparison for Cervical Cell Detection | Sep 21, 2024 | Cell Detectionwhole slide images | 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 |
| HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis | Aug 16, 2024 | Cancer ClassificationOpenAI Gym | 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 |