| MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | Jul 31, 2024 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Benchmarking Histopathology Foundation Models for Ovarian Cancer Bevacizumab Treatment Response Prediction from Whole Slide Images | Jul 30, 2024 | BenchmarkingMultiple Instance Learning | —Unverified | 0 |
| A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and Attention | Jul 26, 2024 | ClassificationInstance Segmentation | —Unverified | 0 |
| Multi-Resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping | Jul 25, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 0 |
| Efficient and generalizable prediction of molecular alterations in multiple cancer cohorts using H&E whole slide images | Jul 22, 2024 | whole slide images | —Unverified | 0 |
| URCDM: Ultra-Resolution Image Synthesis in Histopathology | Jul 18, 2024 | AnatomyImage Generation | CodeCode Available | 0 |
| OMG-Net: A Deep Learning Framework Deploying Segment Anything to Detect Pan-Cancer Mitotic Figures from Haematoxylin and Eosin-Stained Slides | Jul 17, 2024 | Breast Cancer Detectionwhole slide images | —Unverified | 0 |
| Mask-guided cross-image attention for zero-shot in-silico histopathologic image generation with a diffusion model | Jul 16, 2024 | Appearance TransferImage Generation | —Unverified | 0 |
| Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification | Jul 15, 2024 | image-classificationImage Classification | —Unverified | 0 |
| FALFormer: Feature-aware Landmarks self-attention for Whole-slide Image Classification | Jul 10, 2024 | Classificationimage-classification | CodeCode Available | 0 |
| Leveraging image captions for selective whole slide image annotation | Jul 8, 2024 | DiversityImage Captioning | CodeCode Available | 0 |
| HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization | Jul 3, 2024 | 4kImage Segmentation | —Unverified | 0 |
| Characterizing the Interpretability of Attention Maps in Digital Pathology | Jul 2, 2024 | Multiple Instance Learningwhole slide images | —Unverified | 0 |
| SCMIL: Sparse Context-aware Multiple Instance Learning for Predicting Cancer Survival Probability Distribution in Whole Slide Images | Jun 30, 2024 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| Unsupervised Latent Stain Adaptation for Computational Pathology | Jun 27, 2024 | Cancer Classificationwhole slide images | —Unverified | 0 |
| PathAlign: A vision-language model for whole slide images in histopathology | Jun 27, 2024 | DiagnosticImage Retrieval | —Unverified | 0 |
| Scalable, Trustworthy Generative Model for Virtual Multi-Staining from H&E Whole Slide Images | Jun 26, 2024 | DiagnosticVirtual Staining | —Unverified | 0 |
| Automatic Labels are as Effective as Manual Labels in Biomedical Images Classification with Deep Learning | Jun 20, 2024 | whole slide images | CodeCode Available | 0 |
| Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution | Jun 18, 2024 | Data CompressionImage Compression | —Unverified | 0 |
| Graph Neural Networks in Histopathology: Emerging Trends and Future Directions | Jun 18, 2024 | Graph structure learningwhole slide images | —Unverified | 0 |
| Improving Quality Control of Whole Slide Images by Explicit Artifact Augmentation | Jun 17, 2024 | Artifact Detectionwhole slide images | CodeCode Available | 0 |
| Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis | Jun 13, 2024 | whole slide images | —Unverified | 0 |
| Assessing the risk of recurrence in early-stage breast cancer through H&E stained whole slide images | Jun 10, 2024 | Deep LearningSpecificity | —Unverified | 0 |
| Overcoming Limitations in Artificial Intelligence-based Prostate Cancer Detection through Better Datasets and a Bayesian Approach to Aggregate Panel Predictions | Jun 10, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| Predicting Genetic Mutation from Whole Slide Images via Biomedical-Linguistic Knowledge Enhanced Multi-label Classification | Jun 5, 2024 | Binary ClassificationGraph Representation Learning | CodeCode Available | 0 |