January 05, 2026 article MSSMamba: hybrid multi-scale spatial-state mamba with frequency-adaptive boundary refinement for medical image segmentation Pattern Analysis and Applications DOI: 10.1007/s10044-025-01602-x OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 1 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques 526 citations TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation 2022 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent 169 citations DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation 2023 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques 50 citations 3 results