| 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 |