{"total":23,"rows":[{"id":"2304.06131","title":"UniverSeg: Universal Medical Image Segmentation","created":"2023-04-12","cited_by_count":91,"area":null},{"id":"2309.04825","title":"Few-Shot Medical Image Segmentation via a Region-enhanced Prototypical Transformer","created":"2023-09-09","cited_by_count":28,"area":null},{"id":"2401.13650","title":"Tyche: Stochastic In-Context Learning for Medical Image Segmentation","created":"2024-01-24","cited_by_count":20,"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":"2303.13867","title":"Few Shot Medical Image Segmentation with Cross Attention Transformer","created":"2023-03-24","cited_by_count":19,"area":null},{"id":"2309.11172","title":"Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation","created":"2023-09-20","cited_by_count":9,"area":null},{"id":"2506.15153","title":"SynPo: Boosting Training-Free Few-Shot Medical Segmentation via High-Quality Negative Prompts","created":"2025-06-18","cited_by_count":9,"area":null},{"id":"2409.04298","title":"RevSAM2: Prompt SAM2 for Medical Image Segmentation via Reverse-Propagation without Fine-tuning","created":"2024-09-06","cited_by_count":7,"area":null},{"id":"2410.01110","title":"RobustEMD: Domain Robust Matching for Cross-domain Few-shot Medical Image Segmentation","created":"2024-10-01","cited_by_count":6,"area":null},{"id":"2503.04826","title":"Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching","created":"2025-03-05","cited_by_count":4,"area":null},{"id":"2505.21897","title":"Concentrate on Weakness: Mining Hard Prototypes for Few-Shot Medical Image Segmentation","created":"2025-05-28","cited_by_count":3,"area":null},{"id":"2509.02993","title":"SPENet: Self-guided Prototype Enhancement Network for Few-shot Medical Image Segmentation","created":"2025-09-03","cited_by_count":3,"area":null},{"id":"2407.19148","title":"Few-Shot Medical Image Segmentation with Large Kernel Attention","created":"2024-07-27","cited_by_count":1,"area":null},{"id":"2506.22101","title":"Tied Prototype Model for Few-Shot Medical Image Segmentation","created":"2025-06-27","cited_by_count":1,"area":null},{"id":"2512.21683","title":"Contrastive Graph Modeling for Cross-Domain Few-Shot Medical Image Segmentation","created":"2025-12-25","cited_by_count":1,"area":null},{"id":"2603.21287","title":"Focus on Background: Exploring SAM's Potential in Few-shot Medical Image Segmentation with Background-centric Prompting","created":"2026-03-22","cited_by_count":1,"area":null},{"id":"2405.07516","title":"Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation","created":"2024-05-13","cited_by_count":0,"area":null},{"id":"2412.02983","title":"Prototypical Few-Shot Medical Image Semantic Segmentation with Background Fusion","created":"2024-12-04","cited_by_count":0,"area":null},{"id":"2510.12159","title":"DPL: Spatial-Conditioned Diffusion Prototype Enhancement for One-Shot Medical Segmentation","created":"2025-10-14","cited_by_count":0,"area":null},{"id":"2605.10885","title":"Geometry-aware Prototype Learning for Cross-domain Few-shot Medical Image Segmentation","created":"2026-05-11","cited_by_count":0,"area":null},{"id":"2605.17904","title":"Beyond Euclidean Prototypes: Spectral Disentanglement and Geodesic Matching for Few-Shot Medical Image Segmentation","created":"2026-05-18","cited_by_count":0,"area":null},{"id":"2606.16325","title":"Attention-Based Prototype Calibration for Multi-Rater Few-Shot Medical Image Segmentation","created":"2026-06-15","cited_by_count":0,"area":null},{"id":"2609.32273","title":"FSS-UBrain: Multi-region Few-Shot Brain Tumor MRI Segmentation","created":"2026-09-26","cited_by_count":0,"area":null}],"next_cursor":null}