{"total":66,"rows":[{"id":"2411.19666","title":"Multimodal Whole Slide Foundation Model for Pathology","created":"2024-11-29","cited_by_count":162,"area":null},{"id":"2409.09173","title":"Phikon-v2, A large and public feature extractor for biomarker prediction","created":"2024-09-13","cited_by_count":74,"area":null},{"id":"2506.09022","title":"Do Multiple Instance Learning Models Transfer?","created":"2025-06-10","cited_by_count":29,"area":null},{"id":"2505.20202","title":"PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology","created":"2025-05-26","cited_by_count":24,"area":null},{"id":"2411.05489","title":"Do Histopathological Foundation Models Eliminate Batch Effects? A Comparative Study","created":"2024-11-08","cited_by_count":18,"area":null},{"id":"2501.15724","title":"A Survey on Computational Pathology Foundation Models: Datasets, Adaptation Strategies, and Evaluation Tasks","created":"2025-01-27","cited_by_count":16,"area":null},{"id":"2408.14496","title":"A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models","created":"2024-08-23","cited_by_count":9,"area":"mllm"},{"id":"2410.06723","title":"Evaluating Computational Pathology Foundation Models for Prostate Cancer Grading under Distribution Shifts","created":"2024-10-09","cited_by_count":9,"area":null},{"id":"2601.04163","title":"Scanner-Induced Domain Shifts Undermine the Robustness of Pathology Foundation Models","created":"2026-01-07","cited_by_count":9,"area":null},{"id":"2503.12990","title":"How Good is my Histopathology Vision-Language Foundation Model? A Holistic Benchmark","created":"2025-03-17","cited_by_count":8,"area":"mllm"},{"id":"2506.09095","title":"Foundation Models in Medical Imaging: A Review and Outlook","created":"2025-06-10","cited_by_count":8,"area":null},{"id":"2508.01490","title":"A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics","created":"2025-08-02","cited_by_count":8,"area":null},{"id":"2407.21317","title":"Pathology Foundation Models","created":"2024-07-31","cited_by_count":7,"area":null},{"id":"2506.21444","title":"Benchmarking Deep Learning and Vision Foundation Models for Atypical vs. Normal Mitosis Classification with Cross-Dataset Evaluation","created":"2025-06-26","cited_by_count":7,"area":null},{"id":"2512.21331","title":"TICON: A Slide-Level Tile Contextualizer for Histopathology Representation Learning","created":"2025-12-24","cited_by_count":6,"area":null},{"id":"2502.16889","title":"Beyond Diagnostic Performance: Revealing and Quantifying Ethical Risks in Pathology Foundation Models","created":"2025-02-24","cited_by_count":4,"area":null},{"id":"2508.16085","title":"Ensemble learning of pathology foundation models for precision oncology","created":"2025-08-22","cited_by_count":4,"area":null},{"id":"2603.22198","title":"Mixture of Mini Experts: Overcoming the Linear Layer Bottleneck in Multiple Instance Learning","created":"2026-03-23","cited_by_count":4,"area":null},{"id":"2409.17063","title":"Benchmarking Domain Generalization Algorithms in Computational Pathology","created":"2024-09-25","cited_by_count":3,"area":null},{"id":"2603.02790","title":"Designing UNICORN: a Unified Benchmark for Imaging in Computational Pathology, Radiology, and Natural Language","created":"2026-03-03","cited_by_count":3,"area":null},{"id":"2503.17564","title":"ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology","created":"2025-03-21","cited_by_count":2,"area":null},{"id":"2508.04441","title":"Benchmarking Foundation Models for Mitotic Figure Classification","created":"2025-08-06","cited_by_count":2,"area":null},{"id":"2603.02926","title":"GloPath: An Entity-Centric Foundation Model for Glomerular Lesion Assessment and Clinicopathological Insights","created":"2026-03-03","cited_by_count":2,"area":null},{"id":"2603.08328","title":"Beyond Attention Heatmaps: How to Get Better Explanations for Multiple Instance Learning Models in Histopathology","created":"2026-03-09","cited_by_count":2,"area":null},{"id":"2503.00736","title":"Unifying Multiple Foundation Models for Advanced Computational Pathology","created":"2025-03-02","cited_by_count":1,"area":null},{"id":"2507.05742","title":"Whole Slide Concepts: A Supervised Foundation Model For Pathological Images","created":"2025-07-08","cited_by_count":1,"area":null},{"id":"2508.00383","title":"$MV_{Hybrid}$: Improving Spatial Transcriptomics Prediction with Hybrid State Space-Vision Transformer Backbone in Pathology Vision Foundation Models","created":"2025-08-01","cited_by_count":1,"area":null},{"id":"2512.17726","title":"MambaMIL+: Modeling Long-Term Contextual Patterns for Gigapixel Whole Slide Image","created":"2025-12-19","cited_by_count":1,"area":null},{"id":"2603.15967","title":"A Comprehensive Benchmark of Histopathology Foundation Models for Kidney Digital Pathology Images","created":"2026-03-16","cited_by_count":1,"area":null},{"id":"2603.18089","title":"CytoSyn: a Foundation Diffusion Model for Histopathology -- Tech Report","created":"2026-03-18","cited_by_count":1,"area":"diffusion"},{"id":"2604.24679","title":"Benchmarking Pathology Foundation Models for Breast Cancer Survival Prediction","created":"2026-04-27","cited_by_count":1,"area":null},{"id":"2605.25764","title":"Benchmarking Pathology Foundation Models for Spatial Domain Understanding","created":"2026-05-25","cited_by_count":1,"area":null},{"id":"2410.00945","title":"Evaluation and Prognostic Validation of Deep Regression Models for WSI-Based Gene-Expression Prediction","created":"2024-10-01","cited_by_count":0,"area":null},{"id":"2412.16425","title":"Patherea: Cell Detection and Classification for the 2020s","created":"2024-12-21","cited_by_count":0,"area":null},{"id":"2502.02707","title":"LadderMIL: Multiple Instance Learning with Coarse-to-Fine Self-Distillation","created":"2025-02-04","cited_by_count":0,"area":"distill"},{"id":"2503.01827","title":"Open-source framework for detecting bias and overfitting for large pathology images","created":"2025-03-03","cited_by_count":0,"area":null},{"id":"2506.05184","title":"Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis","created":"2025-06-05","cited_by_count":0,"area":null},{"id":"2507.21912","title":"Predict Patient Self-reported Race from Skin Histological Images","created":"2025-07-29","cited_by_count":0,"area":null},{"id":"2508.05391","title":"Artificial Intelligence-Based Classification of Spitz Tumors","created":"2025-08-07","cited_by_count":0,"area":null},{"id":"2509.24311","title":"Towards Foundation Models for Cryo-ET Subtomogram Analysis","created":"2025-09-29","cited_by_count":0,"area":null},{"id":"2510.12498","title":"Artificial Intelligence Virtual Cells: From Measurements to Decisions across Modality, Scale, Dynamics, and Evaluation","created":"2025-10-14","cited_by_count":0,"area":null},{"id":"2512.14922","title":"PANDA-PLUS-Bench: A Clinical Benchmark for Evaluating Robustness of AI Foundation Models in Prostate Cancer Diagnosis","created":"2025-12-16","cited_by_count":0,"area":null},{"id":"2512.17517","title":"PathBench-MIL: A Comprehensive AutoML and Benchmarking Framework for Multiple Instance Learning in Histopathology","created":"2025-12-19","cited_by_count":0,"area":null},{"id":"2601.11691","title":"Explainable histomorphology-based survival prediction of glioblastoma, IDH-wildtype","created":"2026-01-16","cited_by_count":0,"area":null},{"id":"2601.21334","title":"Do Pathology Foundation Models Encode Disease Progression? A Pseudotime Analysis of Visual Representations","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2602.01951","title":"Enabling Progressive Whole-slide Image Analysis with Multi-scale Pyramidal Network","created":"2026-02-02","cited_by_count":0,"area":null},{"id":"2602.17402","title":"A Contrastive Variational AutoEncoder for NSCLC Survival Prediction with Missing Modalities","created":"2026-02-19","cited_by_count":0,"area":null},{"id":"2603.03030","title":"BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology","created":"2026-03-03","cited_by_count":0,"area":null},{"id":"2603.20848","title":"GOLDMARK: Governed Outcome-Linked Diagnostic Model Assessment Reference Kit","created":"2026-03-21","cited_by_count":0,"area":null},{"id":"2605.00902","title":"Validation of Whole-Slide Foundation Models for Image Retrieval in TCGA Data","created":"2026-04-28","cited_by_count":0,"area":null},{"id":"2606.10778","title":"From Patches to Patients: A study of the tile-to-slide performance transferability in Digital Pathology","created":"2026-06-09","cited_by_count":0,"area":null},{"id":"2606.29463","title":"CellDETR: A Detection-Guided Framework for Scalable Cell Representation Learning from Histopathology Images","created":"2026-06-28","cited_by_count":0,"area":null},{"id":"2606.30020","title":"Uncertainty Estimation in Pathology Foundation Models via Deep Mutual Learning","created":"2026-06-29","cited_by_count":0,"area":null},{"id":"2607.04401","title":"The Good, the Bad, and the Brittle: Benchmarking Robustness and Generalisation of Histopathology Foundation Models","created":"2026-07-05","cited_by_count":0,"area":null},{"id":"2607.08162","title":"ProsMAE: Multi-Source MAE Pretraining for ISUP Grade Classification","created":"2026-07-09","cited_by_count":0,"area":null},{"id":"2607.25497","title":"A Distributional Robustness Margin For Pathology Foundation Models","created":"2026-07-28","cited_by_count":0,"area":null},{"id":"2607.28007","title":"Beyond Classification: Pathology Foundation Models as Detection Encoders for Mitotic Figures","created":"2026-07-30","cited_by_count":0,"area":null},{"id":"2608.17337","title":"Learning latent progression states from spatial heterogeneity in uterine histopathology","created":"2026-08-18","cited_by_count":0,"area":null},{"id":"2608.28191","title":"EXPOSE: Explainable and Domain-Robust Embeddings from Pathology Vision Foundation Models using Sparse Autoencoders","created":"2026-08-28","cited_by_count":0,"area":"mechinterp"},{"id":"2609.00704","title":"FTU-Seek: Foundation Model-Guided Hard-Negative Learning for Sparse Functional Tissue Unit Segmentation","created":"2026-09-01","cited_by_count":0,"area":null},{"id":"2609.02390","title":"Seeing Beyond the Lesion: Disease Recognition from Reactive CNS Tissue","created":"2026-09-02","cited_by_count":0,"area":null},{"id":"2609.04071","title":"TAP-Path: Task-Adaptive Structural and Token Pruning for Efficient and Trustworthy Pathology Foundation Models","created":"2026-09-03","cited_by_count":0,"area":"inference"},{"id":"2609.31201","title":"Samples, Sources, Space: Decomposing Data Scale in Spatially Structured Representation Learning of Human Brain Microarchitecture","created":"2026-09-25","cited_by_count":0,"area":null},{"id":"2609.32876","title":"Multimodal LLMs Outperform Pathology Foundation Models in Cross-Domain Histological Similarity","created":"2026-09-26","cited_by_count":0,"area":"mllm"},{"id":"2610.05987","title":"Label-Free Coreset Selection with Foundation Models for Efficient Annotation in Computational Pathology","created":"2026-10-05","cited_by_count":0,"area":null},{"id":"2610.12574","title":"Scaling Multi-Teacher Distillation for Digital Pathology","created":"2026-10-08","cited_by_count":0,"area":null}],"next_cursor":null}