{"total":16,"rows":[{"id":"2207.08549","title":"Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation","created":"2022-07-18","cited_by_count":65,"area":null},{"id":"2309.11433","title":"A Systematic Review of Few-Shot Learning in Medical Imaging","created":"2023-09-20","cited_by_count":28,"area":null},{"id":"2408.08813","title":"Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models","created":"2024-08-16","cited_by_count":20,"area":null},{"id":"2209.05160","title":"Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration","created":"2022-09-12","cited_by_count":16,"area":null},{"id":"2409.05442","title":"EndoOmni: Zero-Shot Cross-Dataset Depth Estimation in Endoscopy by Robust Self-Learning from Noisy Labels","created":"2024-09-09","cited_by_count":12,"area":null},{"id":"2406.19611","title":"Multimodal Data Integration for Precision Oncology: Challenges and Future Directions","created":"2024-06-28","cited_by_count":10,"area":null},{"id":"2201.11000","title":"One shot PACS: Patient specific Anatomic Context and Shape prior aware recurrent registration-segmentation of longitudinal thoracic cone beam CTs","created":"2022-01-26","cited_by_count":8,"area":null},{"id":"2403.11803","title":"Federated Modality-specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation","created":"2024-03-18","cited_by_count":8,"area":null},{"id":"2208.12428","title":"Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs","created":"2022-08-26","cited_by_count":5,"area":null},{"id":"2301.07354","title":"MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation Segmentation","created":"2023-01-18","cited_by_count":5,"area":null},{"id":"2402.16280","title":"Few-Shot Learning for Annotation-Efficient Nucleus Instance Segmentation","created":"2024-02-26","cited_by_count":3,"area":null},{"id":"2603.04887","title":"Federated Modality-specific Encoders and Partially Personalized Fusion Decoder for Multimodal Brain Tumor Segmentation","created":"2026-03-05","cited_by_count":3,"area":null},{"id":"2404.12832","title":"COIN: Counterfactual inpainting for weakly supervised semantic segmentation for medical images","created":"2024-04-19","cited_by_count":2,"area":null},{"id":"2310.03981","title":"CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation","created":"2023-10-06","cited_by_count":1,"area":null},{"id":"2509.09130","title":"ALL-PET: A Low-resource and Low-shot PET Foundation Model in Projection Domain","created":"2025-09-11","cited_by_count":0,"area":null},{"id":"2605.08199","title":"Domain-Adaptive Arrhythmia Classification Using a Hybrid Transformer on Wearable Heart Signals","created":"2026-05-05","cited_by_count":0,"area":null}],"next_cursor":null}