{"total":30,"rows":[{"id":"2201.09873","title":"Transformers in Medical Imaging: A Survey","created":"2022-01-24","cited_by_count":245,"area":null},{"id":"2106.01085","title":"Online Coreset Selection for Rehearsal-based Continual Learning","created":"2021-06-02","cited_by_count":117,"area":null},{"id":"2103.08700","title":"Deep Learning for Chest X-ray Analysis: A Survey","created":"2021-03-15","cited_by_count":84,"area":null},{"id":"2204.05737","title":"LifeLonger: A Benchmark for Continual Disease Classification","created":"2022-04-12","cited_by_count":28,"area":null},{"id":"2308.13324","title":"ConSlide: Asynchronous Hierarchical Interaction Transformer with Breakup-Reorganize Rehearsal for Continual Whole Slide Image Analysis","created":"2023-08-25","cited_by_count":25,"area":null},{"id":"2308.01265","title":"Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives","created":"2023-07-18","cited_by_count":24,"area":null},{"id":"2312.17004","title":"Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects","created":"2023-12-28","cited_by_count":22,"area":null},{"id":"2107.08751","title":"Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation","created":"2021-07-19","cited_by_count":14,"area":null},{"id":"2407.08609","title":"BiasPruner: Debiased Continual Learning for Medical Image Classification","created":"2024-07-11","cited_by_count":12,"area":null},{"id":"2308.12679","title":"A Continual Learning Approach for Cross-Domain White Blood Cell Classification","created":"2023-08-24","cited_by_count":10,"area":null},{"id":"2106.03351","title":"Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition","created":"2021-06-07","cited_by_count":9,"area":null},{"id":"2405.13482","title":"Continual Learning in Medical Imaging: A Survey and Practical Analysis","created":"2024-05-22","cited_by_count":9,"area":null},{"id":"2205.03168","title":"Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data","created":"2022-05-06","cited_by_count":8,"area":null},{"id":"2207.00844","title":"Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach","created":"2022-07-02","cited_by_count":8,"area":null},{"id":"2301.01211","title":"Generative appearance replay for continual unsupervised domain adaptation","created":"2023-01-03","cited_by_count":8,"area":null},{"id":"2208.03609","title":"Continual Learning for Tumor Classification in Histopathology Images","created":"2022-08-07","cited_by_count":6,"area":null},{"id":"2310.06557","title":"Data efficient deep learning for medical image analysis: A survey","created":"2023-10-10","cited_by_count":6,"area":null},{"id":"2404.06859","title":"Multi-Label Continual Learning for the Medical Domain: A Novel Benchmark","created":"2024-04-10","cited_by_count":6,"area":null},{"id":"2204.01407","title":"Re-examining Distillation For Continual Object Detection","created":"2022-04-04","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":"2210.15051","title":"Federated Continual Learning to Detect Accounting Anomalies in Financial Auditing","created":"2022-10-26","cited_by_count":4,"area":null},{"id":"2304.05734","title":"Few-shot Class-incremental Learning for Cross-domain Disease Classification","created":"2023-04-12","cited_by_count":4,"area":null},{"id":"2111.13069","title":"Continual Active Learning Using Pseudo-Domains for Limited Labelling Resources and Changing Acquisition Characteristics","created":"2021-11-25","cited_by_count":3,"area":null},{"id":"2305.02474","title":"MLHOps: Machine Learning for Healthcare Operations","created":"2023-05-04","cited_by_count":2,"area":null},{"id":"2406.02480","title":"Fairness Evolution in Continual Learning for Medical Imaging","created":"2024-04-10","cited_by_count":2,"area":null},{"id":"2407.15383","title":"Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data","created":"2024-07-22","cited_by_count":2,"area":null},{"id":"2308.12315","title":"Trustworthy Representation Learning Across Domains","created":"2023-08-23","cited_by_count":1,"area":null},{"id":"2402.00580","title":"Continuous Unsupervised Domain Adaptation Using Stabilized Representations and Experience Replay","created":"2024-01-31","cited_by_count":1,"area":null},{"id":"2201.00942","title":"External Attention Assisted Multi-Phase Splenic Vascular Injury Segmentation with Limited Data","created":"2022-01-04","cited_by_count":0,"area":null},{"id":"2410.12589","title":"From Lab to Pocket: A Novel Continual Learning-based Mobile Application for Screening COVID-19","created":"2024-10-16","cited_by_count":0,"area":null}],"next_cursor":null}