| Benchmarking common uncertainty estimation methods with histopathological images under domain shift and label noise | Jan 3, 2023 | BenchmarkingClassification | —Unverified | 0 |
| LNPL-MIL: Learning from Noisy Pseudo Labels for Promoting Multiple Instance Learning in Whole Slide Image | Jan 1, 2023 | Multiple Instance LearningPrognosis | —Unverified | 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 |
| Domain-specific transfer learning in the automated scoring of tumor-stroma ratio from histopathological images of colorectal cancer | Dec 30, 2022 | Transfer Learningwhole slide images | —Unverified | 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 |
| Multi-Scale Relational Graph Convolutional Network for Multiple Instance Learning in Histopathology Images | Dec 17, 2022 | ManagementMultiple Instance Learning | —Unverified | 0 |
| Attention-based Multiple Instance Learning for Survival Prediction on Lung Cancer Tissue Microarrays | Dec 15, 2022 | Multiple Instance LearningPrediction | 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 |
| Hierarchical Transformer for Survival Prediction Using Multimodality Whole Slide Images and Genomics | Nov 29, 2022 | GPUMultiple Instance Learning | CodeCode Available | 0 |
| Deep Learning-Based Prediction of Molecular Tumor Biomarkers from H&E: A Practical Review | Nov 27, 2022 | Predicting Patient Outcomeswhole slide images | —Unverified | 0 |
