| Maximum Mean Discrepancy Kernels for Predictive and Prognostic Modeling of Whole Slide Images | Jan 23, 2023 | Survival Analysiswhole slide images | CodeCode Available | 0 |
| Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images | Jan 23, 2023 | whole slide images | —Unverified | 0 |
| 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 |
| Multicenter automatic detection of invasive carcinoma on breast whole slide images | Jan 17, 2023 | DiagnosticTransfer Learning | —Unverified | 0 |
| Deep Learning Provides Rapid Screen for Breast Cancer Metastasis with Sentinel Lymph Nodes | Jan 14, 2023 | AllDeep Learning | —Unverified | 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 |
| Computational Pathology for Brain Disorders | Jan 13, 2023 | whole slide images | —Unverified | 0 |
| Artificial intelligence for diagnosing and predicting survival of patients with renal cell carcinoma: Retrospective multi-center study | Jan 12, 2023 | DiagnosticPrognosis | —Unverified | 0 |
| Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer | Jan 7, 2023 | ClassificationDiagnostic | —Unverified | 0 |
| An interpretable machine learning system for colorectal cancer diagnosis from pathology slides | Jan 6, 2023 | Active LearningInterpretable Machine Learning | —Unverified | 0 |
| 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 |
| Seeded iterative clustering for histology region identification | Nov 14, 2022 | ClusteringSegmentation | CodeCode Available | 0 |
| An unobtrusive quality supervision approach for medical image annotation | Nov 11, 2022 | whole slide images | —Unverified | 0 |
| Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images | Nov 9, 2022 | Data AugmentationTransfer Learning | —Unverified | 0 |
| An Aggregation of Aggregation Methods in Computational Pathology | Nov 2, 2022 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images | Oct 31, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |