| Agent Aggregator with Mask Denoise Mechanism for Histopathology Whole Slide Image Analysis | Sep 18, 2024 | ClassificationDenoising | —Unverified | 0 |
| Multi-Cohort Framework with Cohort-Aware Attention and Adversarial Mutual-Information Minimization for Whole Slide Image Classification | Sep 17, 2024 | Diversityimage-classification | —Unverified | 0 |
| Quantitative Evaluation of MILs' Reliability For WSIs Classification | Sep 17, 2024 | ClassificationMultiple Instance Learning | CodeCode Available | 0 |
| Crown-Like Structures in Breast Adipose Tissue: Finding a 'Needle-in-a-Haystack' using Artificial Intelligence and Collaborative Active Learning on the Web | Sep 12, 2024 | Active LearningDiagnostic | —Unverified | 0 |
| Efficient Classification of Histopathology Images | Sep 8, 2024 | ClassificationData Augmentation | —Unverified | 0 |
| A Short Survey on Set-Based Aggregation Techniques for Single-Vector WSI Representation in Digital Pathology | Sep 6, 2024 | Diagnosticwhole slide images | —Unverified | 0 |
| End-to-end Multi-source Visual Prompt Tuning for Survival Analysis in Whole Slide Images | Sep 5, 2024 | DecoderSurvival Analysis | —Unverified | 0 |
| Pediatric brain tumor classification using digital histopathology and deep learning: evaluation of SOTA methods on a multi-center Swedish cohort | Sep 2, 2024 | Brain Tumor ClassificationClassification | —Unverified | 0 |
| Disease Classification and Impact of Pretrained Deep Convolution Neural Networks on Diverse Medical Imaging Datasets across Imaging Modalities | Aug 30, 2024 | Transfer Learningwhole slide images | —Unverified | 0 |
| Deep learning-based classification of breast cancer molecular subtypes from H&E whole-slide images | Aug 30, 2024 | whole slide images | CodeCode Available | 0 |
| Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment | Aug 27, 2024 | DiagnosticImage Super-Resolution | —Unverified | 0 |
| Histology Virtual Staining with Mask-Guided Adversarial Transfer Learning for Tertiary Lymphoid Structure Detection | Aug 26, 2024 | SpecificityTransfer Learning | —Unverified | 0 |
| HER2 and FISH Status Prediction in Breast Biopsy H&E-Stained Images Using Deep Learning | Aug 25, 2024 | Contrastive Learningwhole slide images | —Unverified | 0 |
| Whole Slide Image Classification of Salivary Gland Tumours | Aug 22, 2024 | Classificationimage-classification | —Unverified | 0 |
| Advances in Multiple Instance Learning for Whole Slide Image Analysis: Techniques, Challenges, and Future Directions | Aug 18, 2024 | Cancer ClassificationInterpretable Machine Learning | —Unverified | 0 |
| Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H&E Whole Slide Images | Aug 18, 2024 | AllPrognosis | —Unverified | 0 |
| HistoGym: A Reinforcement Learning Environment for Histopathological Image Analysis | Aug 16, 2024 | Cancer ClassificationOpenAI Gym | CodeCode Available | 0 |
| Predictive uncertainty estimation in deep learning for lung carcinoma classification in digital pathology under real dataset shifts | Aug 15, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Assessment of Cell Nuclei AI Foundation Models in Kidney Pathology | Aug 9, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 |
| HistoKernel: Whole Slide Image Level Maximum Mean Discrepancy Kernels for Pan-Cancer Predictive Modelling | Aug 9, 2024 | PredictionRetrieval | CodeCode Available | 0 |
| Rethinking Pre-Trained Feature Extractor Selection in Multiple Instance Learning for Whole Slide Image Classification | Aug 2, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| PreMix: Addressing Label Scarcity in Whole Slide Image Classification with Pre-trained Multiple Instance Learning Aggregators | Aug 2, 2024 | Active Learningimage-classification | —Unverified | 0 |
| Translating Imaging to Genomics: Leveraging Transformers for Predictive Modeling | Aug 1, 2024 | whole slide images | —Unverified | 0 |
| Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology | Aug 1, 2024 | Diversitywhole slide images | —Unverified | 0 |
| CARMIL: Context-Aware Regularization on Multiple Instance Learning models for Whole Slide Images | Aug 1, 2024 | Multiple Instance LearningPrognosis | —Unverified | 0 |
| 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 |