April 21, 2026 article Open access Efficient Medical Image Segmentation in Multisensor Imaging: A Survey in the Era of Mamba and Foundation Models Sensors DOI: 10.3390/s26082558 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 2 References 7 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 The Medical Segmentation Decathlon 2022 Nature Communications article Computer Science Medical Image Segmentation Techniques Open access cited by 5 patents 1,340 citations The Liver Tumor Segmentation Benchmark (LiTS) 2022 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access cited by 8 patents 1,254 citations Medical Image Segmentation Review: The Success of U-Net 2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent 925 citations 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 Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Medical Image Segmentation Techniques cited by 1 patent 248 citations Understanding metric-related pitfalls in image analysis validation 2024 Nature Methods article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access 209 citations DAE-Former: Dual Attention-Guided Efficient Transformer for Medical Image Segmentation 2023 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques 165 citations 7 results