3D MedicalDet‐Mamba: A Hybrid Mamba‐CNN Network for Medical Object Detection and Localization
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.70139
Abstract: 3D object detection in medical imaging poses significant challenges due to the high dimensionality and complex spatial relationships of volumetric data. Recent advancements with convolutional neural network (CNN)‐ and transformer‐based approaches have shown promise; however,… read more here.
Keywords: detection localization; mamba; object detection; medicaldet mamba ... See more keywords
In vivo neutralization of dendrotoxin-mediated neurotoxicity of black mamba venom by oligoclonal human IgG antibodies
Sign Up to like & getrecommendations! Published in 2018 at "Nature Communications"
DOI: 10.1038/s41467-018-06086-4
Abstract: The black mamba (Dendroaspis polylepis) is one of the most feared snake species of the African savanna. It has a potent, fast-acting neurotoxic venom comprised of dendrotoxins and α-neurotoxins associated with high fatality in untreated… read more here.
Keywords: oligoclonal human; igg; dendrotoxin mediated; mediated neurotoxicity ... See more keywords
A lightweight high-frequency mamba network for image super-resolution
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-11663-x
Abstract: After continuous development, many researchers are exploring how to better utilize global and local information in single image super-resolution (SISR). Various methods based on convolutional neural network (CNN) and Transformer structures have emerged, but few… read more here.
Keywords: information; mamba; network; image super ... See more keywords
Mamba-convolution hybrid network for underwater image enhancement
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-15404-y
Abstract: Underwater imagery frequently exhibits low clarity and is subject to significant color distortion as a result of the inherent conditions of the marine environment and variations in illumination. Such degradation in image quality fundamentally undermines… read more here.
Keywords: network underwater; image; mamba; underwater image ... See more keywords
UVMSR: a novel approach to hyperspectral image super-resolution by fusing U-Net and Mamba
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Remote Sensing"
DOI: 10.1080/01431161.2024.2443619
Abstract: ABSTRACT The hyperspectral image super resolution (HSISR) task has been thoroughly researched and has shown notable advancements. However, existing deep neural network-based methods for HSISR face challenges in effectively utilizing global spectral-spatial information. While transformer-based… read more here.
Keywords: net mamba; hyperspectral image; image; mamba ... See more keywords
DPFF-net: dual-path feature fusion network with vision Mamba for skin lesion segmentation
Sign Up to like & getrecommendations! Published in 2025 at "Physica Scripta"
DOI: 10.1088/1402-4896/ae10e9
Abstract: Accurate segmentation of skin lesions is crucial for the early screening and treatment of skin cancer. In recent years, Convolutional Neural Networks (CNNs) and Transformer-based approaches have achieved remarkable progress in image segmentation tasks. However,… read more here.
Keywords: dual path; dpff net; segmentation; mamba ... See more keywords
StructMamba: Structured Harmonic and Temporal Music Analysis via Dual-Axis Mamba and Attention
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3617184
Abstract: Modeling musical audio requires capturing hierarchical relationships between harmonic textures, rhythmic motifs, and long-range structural repetitions. Convolutional networks extract local features efficiently, while transformers provide global modeling, yet both face mismatches with musical structure. In… read more here.
Keywords: dual axis; attention; mamba; structmamba ... See more keywords
Automatic Radiology Report Generation Based on State-Space Model.
Sign Up to like & getrecommendations! Published in 2025 at "IEEE journal of biomedical and health informatics"
DOI: 10.1109/jbhi.2025.3579888
Abstract: The objective of radiology report generation is to alleviate the burden on physicians in drafting reports, thereby improving generation efficiency and reducing patient waiting times. In recent years, there has been a growing emphasis on… read more here.
Keywords: generation; radiology report; mamba; radiology ... See more keywords
TF-Mamba: A Lightweight State-Space Model for Wi-Fi-Based Human Activity Recognition
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2024.3520857
Abstract: Human activity recognition (HAR) using Wi-Fi-based systems is essential for applications such as smart homes, healthcare, and security. Traditional HAR methods, which rely on channel state information (CSI) to detect human movements, often struggle to… read more here.
Keywords: human activity; recognition; mamba; har ... See more keywords
Domain-Adaptive UAV Recognition Using IR-UWB Radar and a Lightweight Mamba-Based Network
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3592951
Abstract: Impulse radio ultrawideband (IR-UWB) radar shows great promise for uncrewed aerial vehicle (UAV) detection due to its high resolution, strong penetration, and robustness against multipath interference. However, effectively leveraging both spatially static and temporally dynamic… read more here.
Keywords: uwb radar; domain adaptive; mamba; radar ... See more keywords
FAHM: Frequency-Aware Hierarchical Mamba for Hyperspectral Image Classification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing"
DOI: 10.1109/jstars.2025.3539791
Abstract: Convolutional neural networks and Transformers have garnered substantial attention in hyperspectral image (HSI) classification, and recently Mamba has made significant progress in modeling long sequences. However, existing Mamba-based approaches flatten 2-D images into 1-D sequences,… read more here.
Keywords: classification; hyperspectral image; mamba; aware hierarchical ... See more keywords