Medical image segmentation based on frequency domain decomposition SVD linear attention by Liu Qiong, Li Chaofan, Teng Jinnan, Chen Liping, Song Jianxiang

“…Additionally, the high resolution of medical images leads to computational complexity in the self-attention mechanism of ViTs. …”
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Capsule network approach for monkeypox (CAPSMON) detection and subclassification in medical imaging system by M. Nuthal Srinivasan, Mohamed Yacin Sikkandar, Maryam Alhashim, M. Chinnadurai

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The application of series multi-pooling convolutional neural networks for medical image segmentation by Feng Wang, Siwei Huang, Lei Shi, Weiguo Fan

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Nonrigid Medical Image Registration by Finite-Element Deformable Sheet-Curve Models by Jianhua Xuan, Yue Wang, Matthew T. Freedman, Tulay Adali, Peter Shields

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Multiresolution Analysis Using Wavelet, Ridgelet, and Curvelet Transforms for Medical Image Segmentation by Shadi AlZubi, Naveed Islam, Maysam Abbod

“…The experimental study presented in this paper is aimed at the development of an automatic image segmentation system for classifying region of interest (ROI) in medical images which are obtained from different medical scanners such as PET, CT, or MRI. …”
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Research on 2D/3D multimodal medical image registration algorithm by XU Mi, ZHUGE Bin, YUAN Feiniu, YIN Zhenghu, DONG Ligang, JIANG Xian, SUN Yingqi, SONG Jiaqi, SHI Xiaotong, SU Lei, ZHOU Yibo, LIN Shifan

“…2D/3D multimodal alignment plays an important role in medical image navigation surgery, which is mainly used to provide real-time information of preoperative 3D images and intraoperative 2D images to help doctors accurately locate the lesions and plan the surgical paths, so as to improve the safety and efficiency of surgery. …”
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Nonradiologist Physician Comprehension of Artificial Intelligence Utilization in Medical Imaging in Saudi Arabia by Hassan Ali Alsayegh, Yasser Nasser Asiri

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Robust watermarking algorithm for medical images based on accelerated‐KAZE discrete cosine transform by Dekai Li, Yen‐wei Chen, Jingbing Li, Lei Cao, Uzair Aslam Bhatti, Pengju Zhang

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Wide FOV metalens for near-infrared capsule endoscopy: advancing compact medical imaging by Moghaddasi Mojtaba, Perez Coca Erik Edilson, Ye Danni, Flores Diego Alejandro, Wu Xudong, Jalal Abdul, Ren Ziming, Abrinaei Fahimeh, Hu Bin

“…This advancement represents a significant step toward enhancing diagnostic capabilities in medical imaging, offering improved performance in a more compact package compared to conventional optics.…”
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Cardiovascular medical image and analysis based on 3D vision: A comprehensive survey by Zhifeng Wang, Renjiao Yi, Xin Wen, Chenyang Zhu, Kai Xu

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FFUNet: A novel feature fusion makes strong decoder for medical image segmentation by Junsong Xie, Renju Zhu, Zezhi Wu, Jinling Ouyang

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Improving Medical Image Quality Using a Super-Resolution Technique with Attention Mechanism by Dong Yun Lee, Jang Yeop Kim, Soo Young Cho

“…Image quality plays a critical role in medical image analysis, significantly impacting diagnostic outcomes. …”
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Experimental assessment of аdversarial attacks to the deep neural networks in medical image recognition by D. M. Voynov, V. A. Kovalev

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Source-free domain transfer algorithm with reduced style sensitivity for medical image segmentation. by Jian Lin, Xiaomin Yu, Zhengxian Wang, Chaoqiong Ma

“…In unsupervised transfer learning for medical image segmentation, where existing algorithms face the challenge of error propagation due to inaccessible source domain data. …”
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Localized FCM Clustering with Spatial Information for Medical Image Segmentation and Bias Field Estimation by Wenchao Cui, Yi Wang, Yangyu Fan, Yan Feng, Tao Lei

“…This paper presents a novel fuzzy energy minimization method for simultaneous segmentation and bias field estimation of medical images. We first define an objective function based on a localized fuzzy c-means (FCM) clustering for the image intensities in a neighborhood around each point. …”
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Uniqueness and Nonuniqueness in Inverse Problems for Elliptic Partial Differential Equations and Related Medical Imaging by Kiwoon Kwon

“…The inverse problems include medical imaging problems including electrical impedance tomography (EIT), diffuse optical tomography (DOT), and inverse scattering problem (ISP) which is an elliptic inverse problem closely related with DOT and EIT. …”
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Enhancing Medical Image Classification With Context Modulated Attention and Multi-Scale Feature Fusion by Renhan Zhang, Xuegang Luo, Junrui Lv, Junyang Cao, Yangping Zhu, Juan Wang, Bochuan Zheng

Subjects: “…Medical images…”
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Dual medical image watermarking using SRU-enhanced network and EICC chaotic map by Fei Yan, Zeqian Wang, Kaoru Hirota

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Medical Image Segmentation for Mobile Electronic Patient Charts Using Numerical Modeling of IoT by Seung-Hoon Chae, Daesung Moon, Deok Gyu Lee, Sung Bum Pan

“…This enables the specialist to consult the patient’s condition despite the fact that they are in different places. Medical image segmentation is needed for analysis, storage, and protection of medical image in telemedicine. …”
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Enhancing unsupervised learning in medical image registration through scale-aware context aggregation by Yuchen Liu, Ling Wang, Xiaolin Ning, Yang Gao, Defeng Wang

Subjects: “…Medical imaging…”
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