{"total":33,"rows":[{"id":"2406.04280","title":"xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology","created":"2024-06-06","cited_by_count":16,"area":null},{"id":"2411.07660","title":"HMIL: Hierarchical Multi-Instance Learning for Fine-Grained Whole Slide Image Classification","created":"2024-11-12","cited_by_count":13,"area":null},{"id":"2409.15491","title":"Computational Pathology for Accurate Prediction of Breast Cancer Recurrence: Development and Validation of a Deep Learning-based Tool","created":"2024-09-23","cited_by_count":6,"area":null},{"id":"2502.21130","title":"Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning","created":"2025-02-28","cited_by_count":5,"area":null},{"id":"2408.15032","title":"Mamba2MIL: State Space Duality Based Multiple Instance Learning for Computational Pathology","created":"2024-08-27","cited_by_count":4,"area":null},{"id":"2401.16131","title":"CIMIL-CRC: a clinically-informed multiple instance learning framework for patient-level colorectal cancer molecular subtypes classification from H\\&E stained images","created":"2024-01-29","cited_by_count":3,"area":null},{"id":"2410.10260","title":"Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis","created":"2024-10-14","cited_by_count":2,"area":null},{"id":"2508.03277","title":"Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification","created":"2025-08-05","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":"2603.18461","title":"Cell-Type Prototype-Informed Neural Network for Gene Expression Estimation from Pathology Images","created":"2026-03-19","cited_by_count":2,"area":null},{"id":"2311.03052","title":"MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification","created":"2023-11-06","cited_by_count":1,"area":null},{"id":"2406.09333","title":"Learning Spatial-Preserving Hierarchical Representations for Digital Pathology","created":"2024-06-13","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":"2602.00904","title":"OCTOPUS: Enhancing the Spatial-Awareness of Vision SSMs with Multi-Dimensional Scans and Traversal Selection","created":"2026-01-31","cited_by_count":1,"area":null},{"id":"2603.00504","title":"Hierarchical Classification for Improved Histopathology Image Analysis","created":"2026-02-28","cited_by_count":1,"area":null},{"id":"2603.01547","title":"PathMoE: Interpretable Multimodal Interaction Experts for Pediatric Brain Tumor Classification","created":"2026-03-02","cited_by_count":1,"area":null},{"id":"2310.07464","title":"Multi-Beholder: Biomarker Prediction for Low-Grade Glioma with Multiple Instance Learning and One-Class Classification","created":"2023-10-11","cited_by_count":0,"area":null},{"id":"2501.00619","title":"A Study on Context Length and Efficient Transformers for Biomedical Image Analysis","created":"2024-12-31","cited_by_count":0,"area":null},{"id":"2503.17983","title":"Histomorphology-Guided Prototypical Multi-Instance Learning for Breast Cancer WSI Classification","created":"2025-03-23","cited_by_count":0,"area":null},{"id":"2509.00442","title":"SemaMIL: Semantic-Aware Multiple Instance Learning with Retrieval-Guided State Space Modeling for Whole Slide Images","created":"2025-08-30","cited_by_count":0,"area":null},{"id":"2509.03973","title":"SAC-MIL: Spatial-Aware Correlated Multiple Instance Learning for Histopathology Whole Slide Image Classification","created":"2025-09-04","cited_by_count":0,"area":null},{"id":"2511.01304","title":"Positive Semi-definite Latent Factor Grouping-Boosted Cluster-reasoning Instance Disentangled Learning for WSI Representation","created":"2025-11-03","cited_by_count":0,"area":null},{"id":"2512.10326","title":"StainNet: Scaling Self-Supervised Foundation Models on Immunohistochemistry and Special Stains for Computational Pathology","created":"2025-12-11","cited_by_count":0,"area":null},{"id":"2512.19331","title":"DeltaMIL: Gated Memory Integration for Efficient and Discriminative Whole Slide Image Analysis","created":"2025-12-22","cited_by_count":0,"area":null},{"id":"2512.19982","title":"WSD-MIL: Window Scale Decay Multiple Instance Learning for Whole Slide Image Classification","created":"2025-12-23","cited_by_count":0,"area":null},{"id":"2602.14501","title":"Prototype Instance-semantic Disentanglement with Low-rank Regularized Subspace Clustering for WSIs Explainable Recognition","created":"2026-02-16","cited_by_count":0,"area":null},{"id":"2602.14509","title":"MacNet: An End-to-End Manifold-Constrained Adaptive Clustering Network for Interpretable Whole Slide Image Classification","created":"2026-02-16","cited_by_count":0,"area":null},{"id":"2602.20187","title":"AINet: Anchor Instances Learning for Regional Heterogeneity in Whole Slide Image","created":"2026-02-21","cited_by_count":0,"area":null},{"id":"2604.15711","title":"SSMamba: A Self-Supervised Hybrid State Space Model for Pathological Image Classification","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2605.05164","title":"Geometry-Aware State Space Model: A New Paradigm for Whole-Slide Image Representation","created":"2026-05-06","cited_by_count":0,"area":null},{"id":"2606.31100","title":"TaxoMIL: Taxonomy-Constrained Learning for Hierarchical Whole Slide Image Analysis","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2608.14759","title":"Test-Time Instance Selection for Improved Whole Slide Image Analysis","created":"2026-08-14","cited_by_count":0,"area":null},{"id":"2609.34280","title":"MoSPR: Histology-to-Gene Expression Prediction with Morpho-Spatial Macrostates and Low-Rank Molecular Programs","created":"2026-09-28","cited_by_count":0,"area":null}],"next_cursor":null}