| HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images | May 22, 2024 | GPUKnowledge Distillation | —Unverified | 0 |
| Comparing ImageNet Pre-training with Digital Pathology Foundation Models for Whole Slide Image-Based Survival Analysis | May 20, 2024 | Multiple Instance LearningSurvival Analysis | —Unverified | 0 |
| Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology | May 19, 2024 | Multiple Instance LearningRepresentation Learning | CodeCode Available | 4 |
| Transcriptomics-guided Slide Representation Learning in Computational Pathology | May 19, 2024 | Contrastive LearningRepresentation Learning | CodeCode Available | 2 |
| PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology | May 16, 2024 | whole slide images | CodeCode Available | 4 |
| Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images -- Nevus & Melanoma | May 16, 2024 | medical image detectionwhole slide images | CodeCode Available | 0 |
| A Comprehensive Evaluation of Histopathology Foundation Models for Ovarian Cancer Subtype Classification | May 16, 2024 | Multiple Instance Learningwhole slide images | CodeCode Available | 1 |
| Deep Blur Multi-Model (DeepBlurMM) -- a strategy to mitigate the impact of image blur on deep learning model performance in histopathology image analysis | May 15, 2024 | Binary Classificationwhole slide images | —Unverified | 0 |
| Learning from Partial Label Proportions for Whole Slide Image Segmentation | May 15, 2024 | DiagnosticImage Segmentation | —Unverified | 0 |
| Rethinking Histology Slide Digitization Workflows for Low-Resource Settings | May 13, 2024 | Deblurringwhole slide images | CodeCode Available | 3 |
| Fast TILs -- A Pipeline for Efficient TILs Estimation in Non-Small Cell Lung Cancer | May 5, 2024 | Computational EfficiencyPrognosis | —Unverified | 0 |
| Transformer-Based Self-Supervised Learning for Histopathological Classification of Ischemic Stroke Clot Origin | May 1, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| Multi-Scale Heterogeneity-Aware Hypergraph Representation for Histopathology Whole Slide Images | Apr 30, 2024 | Multiple Instance LearningSurvival Prediction | CodeCode Available | 1 |
| Masked Attention as a Mechanism for Improving Interpretability of Vision Transformers | Apr 28, 2024 | whole slide images | —Unverified | 0 |
| SPLICE -- Streamlining Digital Pathology Image Processing | Apr 26, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Nuclei-Location Based Point Set Registration of Multi-Stained Whole Slide Images | Apr 25, 2024 | whole slide images | —Unverified | 0 |
| Vim4Path: Self-Supervised Vision Mamba for Histopathology Images | Apr 20, 2024 | DiagnosticMamba | CodeCode Available | 2 |
| RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge | Apr 19, 2024 | Image RegistrationPrognosis | —Unverified | 0 |
| DeeperHistReg: Robust Whole Slide Images Registration Framework | Apr 19, 2024 | whole slide images | CodeCode Available | 2 |
| BAHOP: Similarity-based Basin Hopping for A fast hyper-parameter search in WSI classification | Apr 17, 2024 | Bayesian Optimizationwhole slide images | —Unverified | 0 |
| Semantics-Aware Attention Guidance for Diagnosing Whole Slide Images | Apr 16, 2024 | AnatomyDiagnostic | —Unverified | 0 |
| PD-L1 Classification of Weakly-Labeled Whole Slide Images of Breast Cancer | Apr 15, 2024 | whole slide images | CodeCode Available | 0 |
| Knowledge-enhanced Visual-Language Pretraining for Computational Pathology | Apr 15, 2024 | Cross-Modal RetrievalLanguage Modeling | CodeCode Available | 1 |
| Survival Prediction Across Diverse Cancer Types Using Neural Networks | Apr 11, 2024 | PredictionPrognosis | —Unverified | 0 |
| Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis | Apr 11, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |