{"total":27,"rows":[{"id":"2410.02331","title":"Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks","created":"2024-10-03","cited_by_count":18,"area":null},{"id":"2504.13787","title":"Probabilistic Stability Guarantees for Feature Attributions","created":"2025-04-18","cited_by_count":9,"area":null},{"id":"2409.10329","title":"InfoDisent: Explainability of Image Classification Models by Information Disentanglement","created":"2024-09-16","cited_by_count":8,"area":null},{"id":"2406.15182","title":"DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation","created":"2024-06-21","cited_by_count":5,"area":null},{"id":"2406.17032","title":"DWARF: Disease-weighted network for attention map refinement","created":"2024-06-24","cited_by_count":5,"area":null},{"id":"2411.05824","title":"Navigating Distribution Shifts in Medical Image Analysis: A Survey","created":"2024-11-05","cited_by_count":5,"area":null},{"id":"2411.04607","title":"Cross- and Intra-image Prototypical Learning for Multi-label Disease Diagnosis and Interpretation","created":"2024-11-07","cited_by_count":4,"area":null},{"id":"2502.09340","title":"This looks like what? Challenges and Future Research Directions for Part-Prototype Models","created":"2025-02-13","cited_by_count":3,"area":null},{"id":"2401.14617","title":"A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research","created":"2024-01-26","cited_by_count":2,"area":null},{"id":"2405.02583","title":"Explainable Interface for Human-Autonomy Teaming: A Survey","created":"2024-05-04","cited_by_count":2,"area":null},{"id":"2312.09529","title":"Can Physician Judgment Enhance Model Trustworthiness? A Case Study on Predicting Pathological Lymph Nodes in Rectal Cancer","created":"2023-12-15","cited_by_count":1,"area":null},{"id":"2404.08917","title":"MAProtoNet: A Multi-scale Attentive Interpretable Prototypical Part Network for 3D Magnetic Resonance Imaging Brain Tumor Classification","created":"2024-04-13","cited_by_count":1,"area":null},{"id":"2411.02833","title":"Lost in Context: The Influence of Context on Feature Attribution Methods for Object Recognition","created":"2024-11-05","cited_by_count":1,"area":null},{"id":"2505.07005","title":"Explainable AI the Latest Advancements and New Trends","created":"2025-05-11","cited_by_count":1,"area":null},{"id":"2507.07148","title":"Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey","created":"2025-07-09","cited_by_count":1,"area":null},{"id":"2404.09828","title":"Interaction as Explanation: A User Interaction-based Method for Explaining Image Classification Models","created":"2024-04-15","cited_by_count":0,"area":null},{"id":"2404.19598","title":"Artificial Intelligence in Bone Metastasis Analysis: Current Advancements, Opportunities and Challenges","created":"2024-04-30","cited_by_count":0,"area":null},{"id":"2503.21489","title":"Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning","created":"2025-03-27","cited_by_count":0,"area":null},{"id":"2504.05483","title":"Secure Diagnostics: Adversarial Robustness Meets Clinical Interpretability","created":"2025-04-07","cited_by_count":0,"area":null},{"id":"2508.06624","title":"VL-MedGuide: A Visual-Linguistic Large Model for Intelligent and Explainable Skin Disease Auxiliary Diagnosis","created":"2025-08-08","cited_by_count":0,"area":null},{"id":"2509.18568","title":"Explainable Graph Neural Networks: Understanding Brain Connectivity and Biomarkers in Dementia","created":"2025-09-23","cited_by_count":0,"area":null},{"id":"2510.07328","title":"MultiFair: Multimodal Balanced Fairness-Aware Medical Classification with Dual-Level Gradient Modulation","created":"2025-09-30","cited_by_count":0,"area":null},{"id":"2510.10174","title":"ViConEx-Med: Visual Concept Explainability via Multi-Concept Token Transformer for Medical Image Analysis","created":"2025-10-11","cited_by_count":0,"area":null},{"id":"2603.20325","title":"DCG-Net: Dual Cross-Attention with Concept-Value Graph Reasoning for Interpretable Medical Diagnosis","created":"2026-03-20","cited_by_count":0,"area":null},{"id":"2607.08867","title":"Secure-by-Disguise: A Systematic Evaluation of Image Disguising for Confidential Medical Image Modeling","created":"2026-07-09","cited_by_count":0,"area":null},{"id":"2607.10851","title":"Learning To Focus: Anatomy-Guided Attention Regularization for Medical Image Classification","created":"2026-07-12","cited_by_count":0,"area":null},{"id":"2609.31692","title":"Architecture-aware Robustness Evaluation of Explainable Deep Learning for Breast Cancer Diagnosis","created":"2026-09-18","cited_by_count":0,"area":null}],"next_cursor":null}