| Interpretable Vision-Language Survival Analysis with Ordinal Inductive Bias for Computational Pathology | Sep 14, 2024 | Inductive BiasPrognosis | CodeCode Available | 2 |
| 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 |
| Tissue Concepts: supervised foundation models in computational pathology | Sep 5, 2024 | DiagnosticMulti-Task Learning | CodeCode Available | 2 |
| Explainable AI for computational pathology identifies model limitations and tissue biomarkers | Sep 4, 2024 | Bias Detectioncounterfactual | CodeCode Available | 1 |
| 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 |
| Deep learning-based classification of breast cancer molecular subtypes from H&E whole-slide images | Aug 30, 2024 | whole slide images | CodeCode Available | 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 |
| Histo-Diffusion: A Diffusion Super-Resolution Method for Digital Pathology with Comprehensive Quality Assessment | Aug 27, 2024 | DiagnosticImage Super-Resolution | —Unverified | 0 |
| Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology | Aug 27, 2024 | feature selectionMultiple Instance Learning | CodeCode Available | 1 |
| 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 |
| MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning | Aug 21, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| Screen Them All: High-Throughput Pan-Cancer Genetic and Phenotypic Biomarker Screening from H&E Whole Slide Images | Aug 18, 2024 | AllPrognosis | —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 |
| 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 |
| Multistain Pretraining for Slide Representation Learning in Pathology | Aug 5, 2024 | Representation LearningSelf-Supervised Learning | CodeCode Available | 2 |
| 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 |