| Artificial Intelligence for Digital and Computational Pathology | Dec 13, 2023 | Prognosiswhole slide images | —Unverified | 0 |
| Vision Transformer-Based Deep Learning for Histologic Classification of Endometrial Cancer | Dec 13, 2023 | whole slide images | —Unverified | 0 |
| NearbyPatchCL: Leveraging Nearby Patches for Self-Supervised Patch-Level Multi-Class Classification in Whole-Slide Images | Dec 12, 2023 | Contrastive LearningMulti-class Classification | CodeCode Available | 0 |
| Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images | Dec 11, 2023 | Federated Learningwhole slide images | CodeCode Available | 1 |
| Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos | Dec 7, 2023 | DiagnosticImage Captioning | CodeCode Available | 1 |
| When an Image is Worth 1,024 x 1,024 Words: A Case Study in Computational Pathology | Dec 6, 2023 | PrognosisSurvival Prediction | —Unverified | 0 |
| Ultra-Resolution Cascaded Diffusion Model for Gigapixel Image Synthesis in Histopathology | Dec 2, 2023 | Image Generationwhole slide images | —Unverified | 0 |
| The Importance of Downstream Networks in Digital Pathology Foundation Models | Nov 29, 2023 | Representation LearningSensitivity | —Unverified | 0 |
| WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images | Nov 27, 2023 | Diagnosticwhole slide images | CodeCode Available | 1 |
| Cell Maps Representation For Lung Adenocarcinoma Growth Patterns Classification In Whole Slide Images | Nov 27, 2023 | Prognosiswhole slide images | —Unverified | 0 |
| Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs) | Nov 25, 2023 | DiagnosticSegmentation | —Unverified | 0 |
| Immunohistochemistry guided segmentation of benign epithelial cells, in situ lesions, and invasive epithelial cells in breast cancer slides | Nov 22, 2023 | Data AugmentationDiagnostic | CodeCode Available | 1 |
| Deep learning-based detection of morphological features associated with hypoxia in H&E breast cancer whole slide images | Nov 21, 2023 | Multiple Instance Learningwhole slide images | —Unverified | 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 |
| LymphoML: An interpretable artificial intelligence-based method identifies morphologic features that correlate with lymphoma subtype | Nov 16, 2023 | DiagnosticInterpretable Machine Learning | CodeCode Available | 0 |
| Selection of Distinct Morphologies to Divide & Conquer Gigapixel Pathology Images | Nov 16, 2023 | whole slide images | —Unverified | 0 |
| HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data | Nov 15, 2023 | Multimodal Deep LearningSurvival Analysis | CodeCode Available | 1 |
| Diffusion-based generation of Histopathological Whole Slide Images at a Gigapixel scale | Nov 14, 2023 | Image Generationwhole slide images | —Unverified | 0 |
| An Automated Pipeline for Tumour-Infiltrating Lymphocyte Scoring in Breast Cancer | Nov 10, 2023 | whole slide images | CodeCode Available | 1 |
| Transformer-based Model for Oral Epithelial Dysplasia Segmentation | Nov 9, 2023 | modelSegmentation | —Unverified | 0 |
| MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification | Nov 6, 2023 | Data Augmentationimage-classification | —Unverified | 0 |
| What a Whole Slide Image Can Tell? Subtype-guided Masked Transformer for Pathological Image Captioning | Oct 31, 2023 | Image CaptioningSentence | —Unverified | 0 |
| Introducing instance label correlation in multiple instance learning. Application to cancer detection on histopathological images | Oct 30, 2023 | Gaussian ProcessesMultiple Instance Learning | —Unverified | 0 |
| CPIA Dataset: A Comprehensive Pathological Image Analysis Dataset for Self-supervised Learning Pre-training | Oct 27, 2023 | Self-Supervised LearningTransfer Learning | CodeCode Available | 1 |
| Artifact-Robust Graph-Based Learning in Digital Pathology | Oct 27, 2023 | whole slide images | —Unverified | 0 |
