نتائج البحث

A 3D medical image segmentation network based on gated attention blocks and dual-scale cross-attention mechanism.

• Authors : Jiang, Chunhui¹ (AUTHOR); Wang, Yi² (AUTHOR) ; Yuan, Qingni¹ (AUTHOR)

• Source: Scientific Reports. 2/20/2025, Vol. 15 Issue 1, p1-21. 21p.

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MedFuseNet: fusing local and global deep feature representations with hybrid attention mechanisms for medical image segmentation.

• Authors : Chen, Ruiyuan¹ (AUTHOR); He, Saiqi² (AUTHOR); Xie, Junjie¹ (AUTHOR)

• Source: Scientific Reports. 2/11/2025, Vol. 15 Issue 1, p1-14. 14p.

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An efficient medical data encryption scheme using selective shuffling and inter-intra pixel diffusion IoT-enabled secure E-healthcare framework.

• Authors : Ravichandran, Dhivya¹ (AUTHOR) ; Jebarani, W. Sylvia Lilly¹ (AUTHOR); Mahalingam, Hemalatha² (AUTHOR)

• Source: Scientific Reports. 2/3/2025, Vol. 15 Issue 1, p1-25. 25p.

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A Deep Learning Approach for the Classification of Fibroglandular Breast Density in Histology Images of Human Breast Tissue.

• Authors : Heydarlou, Hanieh^1,2 (AUTHOR) ; Hodson, Leigh J.^1,2 (AUTHOR) ; Dorraki, Mohsen^3,4 (AUTHOR)

• Source: Cancers. Feb2025, Vol. 17 Issue 3, p449. 26p.

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Hybrid U-Net Model with Visual Transformers for Enhanced Multi-Organ Medical Image Segmentation.

• Authors : Jiang, Pengsong¹ (AUTHOR) ; Liu, Wufeng² (AUTHOR) ; Wang, Feihu¹ (AUTHOR)

• Source: Information (2078-2489). Feb2025, Vol. 16 Issue 2, p111. 18p.

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Identification of diabetic retinopathy lesions in fundus images by integrating CNN and vision mamba models.

• Authors : Liu, Zenglei¹ (AUTHOR); Gao, Ailian¹ (AUTHOR) ; Sheng, Hui² (AUTHOR)

Subjects: *CONVOLUTIONAL neural networks; *DIABETIC retinopathy; *RETINAL diseases

• Source: PLoS ONE. 1/28/2025, Vol. 20 Issue 1, p1-19. 19p.

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Alzheimer's disease image classification based on enhanced residual attention network.

• Authors : Li, Xiaoli¹ (AUTHOR) ; Gong, Bairui² (AUTHOR); Chen, Xinfang² (AUTHOR)

Subjects: *ALZHEIMER'S disease; *IMAGE recognition (Computer vision); *ALZHEIMER'S patients

• Source: PLoS ONE. 1/27/2025, Vol. 20 Issue 1, p1-14. 14p.

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Dilated SE-DenseNet for brain tumor MRI classification.

• Authors : Mao, Yuannong¹ (AUTHOR) ; Kim, Jiwook¹ (AUTHOR); Podina, Lena² (AUTHOR)

• Source: Scientific Reports. 1/28/2025, Vol. 15 Issue 1, p1-10. 10p.

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Artificial intelligence applied in identifying left ventricular walls in myocardial perfusion scintigraphy images: Pilot study.

• Authors : Nogueira, Solange Amorim^1,2,3 (AUTHOR) ; Luz, Fernanda Ambrogi B.^1,2,3 (AUTHOR); Camargo, Thiago Fellipe O.^1,2,3 (AUTHOR)

Subjects: *CONVOLUTIONAL neural networks; *HEART disease diagnosis; *ARTIFICIAL intelligence

• Source: PLoS ONE. 1/17/2025, Vol. 20 Issue 1, p1-26. 26p.

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Hybrid Model with Wavelet Decomposition and EfficientNet for Accurate Skin Cancer Classification.

• Authors : Aboulmira, Amina¹; Hrimech, Hamid¹; Lachgar, Mohamed^2,3

• Source: Journal of Cancer. 2025, Vol. 16 Issue 2, p506-520. 15p.

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