{"total":76,"rows":[{"id":"2310.05694","title":"A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics","created":"2023-10-09","cited_by_count":163,"area":null},{"id":"2310.19775","title":"Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions","created":"2023-10-30","cited_by_count":125,"area":null},{"id":"2111.02398","title":"Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods","created":"2021-11-01","cited_by_count":83,"area":null},{"id":"2210.03735","title":"\"Help Me Help the AI\": Understanding How Explainability Can Support Human-AI Interaction","created":"2022-10-02","cited_by_count":63,"area":null},{"id":"2203.08008","title":"Beyond Explaining: Opportunities and Challenges of XAI-Based Model Improvement","created":"2022-03-15","cited_by_count":48,"area":null},{"id":"2105.07878","title":"A Review on Explainability in Multimodal Deep Neural Nets","created":"2021-05-17","cited_by_count":46,"area":null},{"id":"2409.00265","title":"Explainable Artificial Intelligence: A Survey of Needs, Techniques, Applications, and Future Direction","created":"2024-08-30","cited_by_count":46,"area":null},{"id":"2203.15588","title":"Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review","created":"2022-03-25","cited_by_count":37,"area":null},{"id":"2202.10553","title":"Guidelines and Evaluation of Clinical Explainable AI in Medical Image Analysis","created":"2022-02-16","cited_by_count":35,"area":null},{"id":"2304.04780","title":"A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When?","created":"2023-04-10","cited_by_count":24,"area":null},{"id":"2208.12232","title":"A survey, review, and future trends of skin lesion segmentation and classification","created":"2022-08-25","cited_by_count":21,"area":null},{"id":"2201.06505","title":"Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions","created":"2022-01-17","cited_by_count":19,"area":null},{"id":"2401.15863","title":"Importance-Aware Adaptive Dataset Distillation","created":"2024-01-29","cited_by_count":18,"area":null},{"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":"2501.15638","title":"A Comprehensive Survey on Self-Interpretable Neural Networks","created":"2025-01-26","cited_by_count":18,"area":null},{"id":"2412.15828","title":"Measuring Cross-Modal Interactions in Multimodal Models","created":"2024-12-20","cited_by_count":16,"area":null},{"id":"2206.07156","title":"Federated Multi-organ Segmentation with Inconsistent Labels","created":"2022-06-14","cited_by_count":15,"area":null},{"id":"2207.02390","title":"Swin Deformable Attention U-Net Transformer (SDAUT) for Explainable Fast MRI","created":"2022-07-05","cited_by_count":14,"area":null},{"id":"2207.11203","title":"Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives","created":"2022-07-12","cited_by_count":14,"area":null},{"id":"2301.10009","title":"Remote patient monitoring using artificial intelligence: Current state, applications, and challenges","created":"2023-01-19","cited_by_count":14,"area":null},{"id":"2109.09658","title":"FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging","created":"2021-09-20","cited_by_count":13,"area":null},{"id":"2104.14506","title":"Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study","created":"2021-04-25","cited_by_count":11,"area":null},{"id":"2311.11055","title":"Designing Interpretable ML System to Enhance Trust in Healthcare: A Systematic Review to Proposed Responsible Clinician-AI-Collaboration Framework","created":"2023-11-18","cited_by_count":11,"area":null},{"id":"2211.16444","title":"Holding AI to Account: Challenges for the Delivery of Trustworthy AI in Healthcare","created":"2022-11-29","cited_by_count":9,"area":null},{"id":"2412.14056","title":"A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future","created":"2024-12-18","cited_by_count":9,"area":null},{"id":"2211.09317","title":"Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine","created":"2022-11-17","cited_by_count":8,"area":null},{"id":"2207.11225","title":"Large-Kernel Attention for 3D Medical Image Segmentation","created":"2022-07-19","cited_by_count":7,"area":null},{"id":"2506.01890","title":"CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's Detection","created":"2025-06-02","cited_by_count":7,"area":null},{"id":"2112.04984","title":"Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images","created":"2021-12-09","cited_by_count":5,"area":null},{"id":"2202.07422","title":"Explainable COVID-19 Infections Identification and Delineation Using Calibrated Pseudo Labels","created":"2022-02-11","cited_by_count":5,"area":null},{"id":"2302.11795","title":"Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement Framework","created":"2023-02-23","cited_by_count":5,"area":null},{"id":"2211.06579","title":"Explainable Artificial Intelligence: Precepts, Methods, and Opportunities for Research in Construction","created":"2022-11-12","cited_by_count":4,"area":null},{"id":"2403.07078","title":"Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning","created":"2024-03-11","cited_by_count":4,"area":null},{"id":"2406.14566","title":"LM-IGTD: a 2D image generator for low-dimensional and mixed-type tabular data to leverage the potential of convolutional neural networks","created":"2024-04-26","cited_by_count":4,"area":null},{"id":"2105.01800","title":"Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging -- Mini Review, Comparison and Perspectives","created":"2021-05-04","cited_by_count":3,"area":null},{"id":"2204.04777","title":"Multimodal Machine Learning in Precision Health","created":"2022-04-10","cited_by_count":3,"area":null},{"id":"2208.05369","title":"E Pluribus Unum Interpretable Convolutional Neural Networks","created":"2022-08-10","cited_by_count":3,"area":null},{"id":"2302.08450","title":"Assisting Human Decisions in Document Matching","created":"2023-02-16","cited_by_count":3,"area":null},{"id":"2304.11400","title":"Fast MRI Reconstruction via Edge Attention","created":"2023-04-22","cited_by_count":3,"area":null},{"id":"2310.13767","title":"Graph AI in Medicine","created":"2023-10-20","cited_by_count":3,"area":null},{"id":"2404.03892","title":"Enhancing Breast Cancer Diagnosis in Mammography: Evaluation and Integration of Convolutional Neural Networks and Explainable AI","created":"2024-04-05","cited_by_count":3,"area":null},{"id":"2504.19249","title":"ODExAI: A Comprehensive Object Detection Explainable AI Evaluation","created":"2025-04-27","cited_by_count":3,"area":null},{"id":"2201.01832","title":"Multiple Sclerosis Lesions Segmentation using Attention-Based CNNs in FLAIR Images","created":"2022-01-05","cited_by_count":2,"area":null},{"id":"2204.01706","title":"Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers","created":"2022-04-01","cited_by_count":2,"area":null},{"id":"2212.00565","title":"Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning","created":"2022-12-01","cited_by_count":2,"area":null},{"id":"2304.01543","title":"A Brief Review of Explainable Artificial Intelligence in Healthcare","created":"2023-04-04","cited_by_count":2,"area":null},{"id":"2310.20478","title":"Unveiling Black-boxes: Explainable Deep Learning Models for Patent Classification","created":"2023-10-31","cited_by_count":2,"area":null},{"id":"2408.11837","title":"MicroXercise: A Micro-Level Comparative and Explainable System for Remote Physical Therapy","created":"2024-08-06","cited_by_count":2,"area":null},{"id":"2505.02828","title":"Privacy Risks and Preservation Methods in Explainable Artificial Intelligence: A Scoping Review","created":"2025-05-05","cited_by_count":2,"area":null},{"id":"2212.08821","title":"Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants","created":"2022-12-17","cited_by_count":1,"area":null},{"id":"2306.15574","title":"See Through the Fog: Curriculum Learning with Progressive Occlusion in Medical Imaging","created":"2023-06-27","cited_by_count":1,"area":null},{"id":"2308.04696","title":"Explainable AI in Orthopedics: Challenges, Opportunities, and Prospects","created":"2023-08-09","cited_by_count":1,"area":null},{"id":"2404.16174","title":"MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models","created":"2024-04-24","cited_by_count":1,"area":null},{"id":"2407.17165","title":"Explainable Artificial Intelligence Techniques for Irregular Temporal Classification of Multidrug Resistance Acquisition in Intensive Care Unit Patients","created":"2024-07-24","cited_by_count":1,"area":null},{"id":"2505.15516","title":"Explainable embeddings with Distance Explainer","created":"2025-05-21","cited_by_count":1,"area":null},{"id":"2506.20267","title":"X-SiT: Inherently Interpretable Surface Vision Transformers for Dementia Diagnosis","created":"2025-06-25","cited_by_count":1,"area":null},{"id":"2507.04528","title":"Towards integration of Privacy Enhancing Technologies in Explainable Artificial Intelligence","created":"2025-07-06","cited_by_count":1,"area":null},{"id":"2604.16889","title":"Prune, Interpret, Evaluate: A Cross-Layer Transcoder-Native Framework for Efficient Circuit Discovery via Feature Attribution","created":"2026-04-18","cited_by_count":1,"area":"mechinterp"},{"id":"2202.00650","title":"AI-based Medical e-Diagnosis for Fast and Automatic Ventricular Volume Measurement in the Patients with Normal Pressure Hydrocephalus","created":"2022-01-31","cited_by_count":0,"area":null},{"id":"2207.04295","title":"Explainable AI (XAI) in Biomedical Signal and Image Processing: Promises and Challenges","created":"2022-07-09","cited_by_count":0,"area":null},{"id":"2301.13138","title":"Towards the Linear Algebra Based Taxonomy of XAI Explanations","created":"2023-01-30","cited_by_count":0,"area":null},{"id":"2308.01994","title":"Explainable unsupervised multi-modal image registration using deep networks","created":"2023-08-03","cited_by_count":0,"area":null},{"id":"2309.14474","title":"Gastro-Intestinal Tract Segmentation Using an Explainable 3D Unet","created":"2023-09-25","cited_by_count":0,"area":null},{"id":"2401.02630","title":"Model-Agnostic Interpretation Framework in Machine Learning: A Comparative Study in NBA Sports","created":"2024-01-05","cited_by_count":0,"area":null},{"id":"2402.04419","title":"What limits performance of weakly supervised deep learning for chest CT classification?","created":"2024-02-06","cited_by_count":0,"area":null},{"id":"2410.11910","title":"Explainable AI Methods for Multi-Omics Analysis: A Survey","created":"2024-10-15","cited_by_count":0,"area":null},{"id":"2410.12804","title":"Hip Fracture Patient Pathways and Agent-based Modelling","created":"2024-09-30","cited_by_count":0,"area":null},{"id":"2410.19356","title":"FeBiM: Efficient and Compact Bayesian Inference Engine Empowered with Ferroelectric In-Memory Computing","created":"2024-10-25","cited_by_count":0,"area":null},{"id":"2502.02109","title":"Causally-informed Deep Learning towards Explainable and Generalizable Outcomes Prediction in Critical Care","created":"2025-02-04","cited_by_count":0,"area":null},{"id":"2503.16938","title":"Interpretable Machine Learning for Oral Lesion Diagnosis through Prototypical Instances Identification","created":"2025-03-21","cited_by_count":0,"area":null},{"id":"2505.06620","title":"Integrating Explainable AI in Medical Devices: Technical, Clinical and Regulatory Insights and Recommendations","created":"2025-05-10","cited_by_count":0,"area":null},{"id":"2506.08229","title":"AI-Driven Early Detection of Cardiovascular Diseases: Reducing Healthcare Costs and improving patient Outcomes","created":"2025-06-09","cited_by_count":0,"area":null},{"id":"2508.04427","title":"Decoding the Multimodal Maze: A Systematic Review on the Adoption of Explainability in Multimodal Attention-based Models","created":"2025-08-06","cited_by_count":0,"area":null},{"id":"2605.21114","title":"A Unified Framework for Uncertainty-Aware Explainable Artificial Intelligence: A Case Study in Power Quality Disturbance Classification","created":"2026-05-20","cited_by_count":0,"area":null},{"id":"2608.13073","title":"A Multispectral Framework for the Detection of Calcium Carbide-Induced Ripening and Shelf-Life Estimation in Climacteric Fruits","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2609.31690","title":"Adapting Vision-Language Models for Human-Readable XAI in Industrial Object Detection","created":"2026-09-17","cited_by_count":0,"area":"mllm"}],"next_cursor":null}