{"total":28,"rows":[{"id":"2509.18493","title":"MK-UNet: Multi-kernel Lightweight CNN for Medical Image Segmentation","created":"2025-09-23","cited_by_count":12,"area":null},{"id":"2506.18034","title":"Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster","created":"2025-06-22","cited_by_count":7,"area":null},{"id":"2508.01064","title":"Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation","created":"2025-08-01","cited_by_count":6,"area":null},{"id":"2503.02717","title":"Catheter Detection and Segmentation in X-ray Images via Multi-task Learning","created":"2025-03-04","cited_by_count":3,"area":null},{"id":"2507.11415","title":"U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV","created":"2025-07-15","cited_by_count":2,"area":null},{"id":"2602.21033","title":"MIP Candy: A Modular PyTorch Framework for Medical Image Processing","created":"2026-02-24","cited_by_count":2,"area":null},{"id":"2504.05184","title":"MSA-UNet3+: Multi-Scale Attention UNet3+ with New Supervised Prototypical Contrastive Loss for Coronary DSA Image Segmentation","created":"2025-04-07","cited_by_count":1,"area":null},{"id":"2508.13899","title":"CARE: Anti-entanglement Ultrasound Image Segmentation via Channel-Aware Region Extrication","created":"2025-08-19","cited_by_count":1,"area":null},{"id":"2508.15476","title":"LGMSNet: Thinning a medical image segmentation model via dual-level multiscale fusion","created":"2025-08-21","cited_by_count":1,"area":null},{"id":"2510.22995","title":"LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation","created":"2025-10-27","cited_by_count":1,"area":null},{"id":"2312.02501","title":"Inspecting Model Fairness in Ultrasound Segmentation Tasks","created":"2023-12-05","cited_by_count":0,"area":null},{"id":"2503.03327","title":"ScaleFusionNet: Transformer-Guided Multi-Scale Feature Fusion for Skin Lesion Segmentation","created":"2025-03-05","cited_by_count":0,"area":null},{"id":"2509.12763","title":"DyGLNet: Hybrid Global-Local Feature Fusion with Dynamic Upsampling for Medical Image Segmentation","created":"2025-09-16","cited_by_count":0,"area":null},{"id":"2511.10173","title":"CephRes-MHNet: A Multi-Head Residual Network for Accurate and Robust Cephalometric Landmark Detection","created":"2025-11-13","cited_by_count":0,"area":null},{"id":"2511.16162","title":"Layer-wise Noise Guided Selective Wavelet Reconstruction for Robust Medical Image Segmentation","created":"2025-11-20","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":"2603.17746","title":"Concept-to-Pixel: Prompt-Free Universal Medical Image Segmentation","created":"2026-03-18","cited_by_count":0,"area":null},{"id":"2604.07780","title":"MonoUNet: A Robust Tiny Neural Network for Automated Knee Cartilage Segmentation on Point-of-Care Ultrasound Devices","created":"2026-04-09","cited_by_count":0,"area":null},{"id":"2604.13791","title":"PBE-UNet: A light weight Progressive Boundary-Enhanced U-Net with Scale-Aware Aggregation for Ultrasound Image Segmentation","created":"2026-04-15","cited_by_count":0,"area":null},{"id":"2604.28095","title":"UHR-Net: An Uncertainty-Aware Hypergraph Refinement Network for Medical Image Segmentation","created":"2026-04-30","cited_by_count":0,"area":null},{"id":"2605.09639","title":"XTinyU-Net: Training-Free U-Net Scaling via Initialization-Time Sensitivity","created":"2026-05-10","cited_by_count":0,"area":null},{"id":"2605.16519","title":"DepthPolyp: Pseudo-Depth Guided Lightweight Segmentation for Real-Time Colonoscopy","created":"2026-05-15","cited_by_count":0,"area":null},{"id":"2606.29744","title":"HTC-SGA Former: A Hybrid Transformer-CNN Network with Self-Guided Attention and a New Boundary-Weighted Adaptive Loss for Coronary DSA Vessel Segmentation","created":"2026-06-29","cited_by_count":0,"area":null},{"id":"2606.30577","title":"APRIL-MedSeg: A Modular Medical Image Segmentation Toolbox Embracing Modern Paradigms","created":"2026-06-29","cited_by_count":0,"area":null},{"id":"2607.03062","title":"Lightweight Polyp Segmentation via a Gain-Aware Prediction-Space Recursive Controller","created":"2026-07-03","cited_by_count":0,"area":null},{"id":"2609.20181","title":"MoSSGate: Memory-Modulated State-Space Gating for Skin Lesion Segmentation","created":"2026-07-24","cited_by_count":0,"area":null},{"id":"2609.28327","title":"LightMIS: Ultra-Lightweight Medical Image Segmentation Without a Stage-Wise Decoder","created":"2026-09-23","cited_by_count":0,"area":null},{"id":"2609.33077","title":"Parameter-Efficient 3D Segmentation of Liver and Liver tumors: Depthwise factorization Scales Better Than Dense Convolution with Spatial Dimensionality","created":"2026-09-27","cited_by_count":0,"area":null}],"next_cursor":null}