{"total":37,"rows":[{"id":"2304.13785","title":"Customized Segment Anything Model for Medical Image Segmentation","created":"2023-04-26","cited_by_count":280,"area":null},{"id":"2211.14830","title":"Medical Image Segmentation Review: The success of U-Net","created":"2022-11-27","cited_by_count":191,"area":null},{"id":"2305.08196","title":"A Comprehensive Survey on Segment Anything Model for Vision and Beyond","created":"2023-05-14","cited_by_count":64,"area":null},{"id":"2403.18271","title":"Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding","created":"2024-03-27","cited_by_count":48,"area":null},{"id":"2309.03493","title":"SAM3D: Segment Anything Model in Volumetric Medical Images","created":"2023-09-07","cited_by_count":34,"area":null},{"id":"2309.00121","title":"Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation","created":"2023-08-31","cited_by_count":30,"area":null},{"id":"2212.13504","title":"DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation","created":"2022-12-27","cited_by_count":27,"area":null},{"id":"2312.00634","title":"A Recent Survey of Vision Transformers for Medical Image Segmentation","created":"2023-12-01","cited_by_count":23,"area":null},{"id":"2210.16898","title":"Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation","created":"2022-10-30","cited_by_count":21,"area":null},{"id":"2308.16466","title":"Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning","created":"2023-08-31","cited_by_count":18,"area":null},{"id":"2408.00496","title":"SegStitch: Multidimensional Transformer for Robust and Efficient Medical Imaging Segmentation","created":"2024-08-01","cited_by_count":13,"area":null},{"id":"2504.06897","title":"MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs","created":"2025-04-09","cited_by_count":13,"area":null},{"id":"2301.10847","title":"Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach","created":"2023-01-25","cited_by_count":11,"area":null},{"id":"2309.00108","title":"Laplacian-Former: Overcoming the Limitations of Vision Transformers in Local Texture Detection","created":"2023-08-31","cited_by_count":10,"area":null},{"id":"2208.06643","title":"Recent Progress in Transformer-based Medical Image Analysis","created":"2022-08-13","cited_by_count":9,"area":null},{"id":"2501.08458","title":"RWKV-UNet: Improving UNet with Long-Range Cooperation for Effective Medical Image Segmentation","created":"2025-01-14","cited_by_count":7,"area":null},{"id":"2409.14676","title":"TransUKAN:Computing-Efficient Hybrid KAN-Transformer for Enhanced Medical Image Segmentation","created":"2024-09-23","cited_by_count":6,"area":null},{"id":"2505.01239","title":"Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging","created":"2025-05-02","cited_by_count":5,"area":null},{"id":"2501.01618","title":"Merging Context Clustering with Visual State Space Models for Medical Image Segmentation","created":"2025-01-03","cited_by_count":4,"area":null},{"id":"2307.15645","title":"Scale-aware Test-time Click Adaptation for Pulmonary Nodule and Mass Segmentation","created":"2023-07-28","cited_by_count":3,"area":null},{"id":"2310.10957","title":"Medical Image Segmentation via Sparse Coding Decoder","created":"2023-10-17","cited_by_count":3,"area":null},{"id":"2403.17177","title":"Deep models for stroke segmentation: do complex architectures always perform better?","created":"2024-03-25","cited_by_count":3,"area":null},{"id":"2404.00122","title":"AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation","created":"2024-03-29","cited_by_count":3,"area":null},{"id":"2503.18227","title":"PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation","created":"2025-03-23","cited_by_count":2,"area":null},{"id":"2308.13917","title":"Transfer Learning for Microstructure Segmentation with CS-UNet: A Hybrid Algorithm with Transformer and CNN Encoders","created":"2023-08-26","cited_by_count":1,"area":null},{"id":"2407.10157","title":"SACNet: A Spatially Adaptive Convolution Network for 2D Multi-organ Medical Segmentation","created":"2024-07-14","cited_by_count":1,"area":null},{"id":"2412.06088","title":"A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation","created":"2024-12-08","cited_by_count":1,"area":null},{"id":"2507.00585","title":"Similarity Memory Prior is All You Need for Medical Image Segmentation","created":"2025-07-01","cited_by_count":1,"area":null},{"id":"2307.14588","title":"MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation","created":"2023-07-27","cited_by_count":0,"area":null},{"id":"2310.09221","title":"Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration","created":"2023-10-13","cited_by_count":0,"area":null},{"id":"2406.05891","title":"GCtx-UNet: Efficient Network for Medical Image Segmentation","created":"2024-06-09","cited_by_count":0,"area":null},{"id":"2410.22223","title":"MAPUNetR: A Hybrid Vision Transformer and U-Net Architecture for Efficient and Interpretable Medical Image Segmentation","created":"2024-10-29","cited_by_count":0,"area":null},{"id":"2509.16886","title":"SAM-DCE: Addressing Token Uniformity and Semantic Over-Smoothing in Medical Segmentation","created":"2025-09-21","cited_by_count":0,"area":null},{"id":"2510.26390","title":"SPG-CDENet: Spatial Prior-Guided Cross Dual Encoder Network for Multi-Organ Segmentation","created":"2025-10-30","cited_by_count":0,"area":null},{"id":"2511.08626","title":"SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images","created":"2025-11-09","cited_by_count":0,"area":null},{"id":"2603.04795","title":"LAW & ORDER: Adaptive Spatial Weighting for Medical Diffusion and Segmentation","created":"2026-03-05","cited_by_count":0,"area":null},{"id":"2608.05683","title":"DistMedVL: Distributional Vision-Language Alignment for Uncertainty-Aware Medical Image Segmentation","created":"2026-08-06","cited_by_count":0,"area":null}],"next_cursor":null}