The impact of cerebral vessels morphological alteration and white matter hyperintensities burden on the one-year risk of ischemic stroke recurrence by Hao Wang, Guoqing Wu, Bei Wang, Ying Liu, Lan Zheng, He Wang, Jing Ding

“…Additionally, automated segmentation was employed for delineating WMHs lesions based on FLAIR images. By incorporating clinical characteristics, six predictive models were developed using Cox proportional hazards analysis to estimate the one-year risk of stroke recurrence. …”
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MS-trust: a transformer model with causal-global dual attention for enhanced MRI-based multiple sclerosis and myelitis detection by Salha M. Alzahrani

“…Two datasets with a total of 6173 images comprised axial and sagittal MRI brain modalities that were prospectively used for Myelitis detection in the context of MS. …”
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Accuracy is not enough: a heterogeneous ensemble model versus FGSM attack by Reham A. Elsheikh, M. A. Mohamed, Ahmed Mohamed Abou-Taleb, Mohamed Maher Ata

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Enhanced Brain Tumor Segmentation Using CBAM-Integrated Deep Learning and Area Quantification by Rafiqul Islam, Sazzad Hossain

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Automated Fovea Detection in Spectral Domain Optical Coherence Tomography Scans of Exudative Macular Disease by Jing Wu, Sebastian M. Waldstein, Alessio Montuoro, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth

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The Impact of Industrial 3D Design on China’s Manufacturing Efficiency by Zijing Wu

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ContourTL-Net: Contour-Based Transfer Learning Algorithm for Early-Stage Brain Tumor Detection by N. I. Md. Ashafuddula, Rafiqul Islam

“…An increasing patient longevity rate requires prompt detection; however, the complexities of brain tissue make early diagnosis challenging. …”
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Digital Imagery and Architecture Explored in the architectural Education Studio by Amos Bar-Eli

“…Digital imagery, moving image technology, and projection screens technology emerged late in the '50s, further enhanced the possibilities of spatial complexity. …”
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Non-invasive PNET grading using CT radiomics and machine learning by Faeze Salahshour, Mahsa Taherzadeh, Ghasem Hajianfar, Gholamreza Bayat, Farid Azmoudeh Ardalan, Soroush Bagheri, Arman Esmailzadeh, Majid Kahe, Sajad P. Shayesteh

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MiSMoS (MicroScale Morphology System): an inexpensive new method to survey 3D surface micromorphology by Yajaira Cristina Alquinga Salazar, Sibila A. Genchi, Lucas Nuciari, Vanesa L. Perillo, M. Cintia Piccolo, Gerardo M. E. Perillo

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Application Possibilities of Orthophoto Data Based on Spectral Fractal Structure Containing Boundary Conditions by József Berke

“…The self-similar structure-based analysis of digital images offers many new practical possibilities. …”
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A Study on some Properties of Fourier Integrals Based on Neutrosophic Function by Prasen Boro, Bhimraj Basumatary

“…Fourier transform method represents the variable as a summation of complex exponentials. Fourier analysis has been used in signal processing and digital image processing for the analysis of a single image as a two-dimensional wave form, and many other type of form like Quantum mechanics, Signal processing, Image Pro cessing. …”
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Sound-Color-Symbolic Perception of Poetic Texts by Synesthets by Марія Еліванова, Валерія Сємушина

“…The article is devoted to discussing complex synesthets’ capability of sound-colour-symbol analysis of poetic texts in order to investigate their perception depending on subconsciousness which activity manifests itself in the form of symbolic images of the unconscious (Jung, 1968). …”
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Multi-Level Thresholding Based on Composite Local Contour Shannon Entropy Under Multiscale Multiplication Transform by Xianzhao Li, Yaobin Zou

“…Image segmentation is a crucial step in image processing and analysis, with multi-level thresholding being one of the important techniques for image segmentation. …”
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Computational methods and technical means of processing signals of side electromagnetic emanation by Danil A. Shinyaev, Leonid N. Kessarinskiy, Egor A. Simakhin

“…Therefore, hardware and software complexes for analyzing analog interfaces receive fuzzy reconstructed images when analyzing digital interfaces. …”
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The Role of RNA Polymerase II Contiguity and Long-Range Interactions in the Regulation of Gene Expression in Human Pluripotent Stem Cells by Livia Eiselleova, Viktor Lukjanov, Simon Farkas, David Svoboda, Karel Stepka, Irena Koutna

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Representation of a Perceptual Event in an Interview with an Artist by T. I. Petukhova, A. O. Chupakhina

“…The important feature  of the artist's creative perception  of the world is the forming of the necessity  of representation in his  consciousness perceptive  image  by means  of  painterly  signs.  As  a  result  of  such representation the given perceptive  image receives  the further  development  and becomes the basis for creating an artistic image to be embodied in an art work.Conclusion. …”
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The effect of background clutter on visual search in video conferencing by Yelda Semizer, Ruth Rosenholtz

“…The visual displays in these tools are highly complex, being composed of multiple faces with varying image quality and lighting conditions. …”
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Regional Explanations and Diverse Molecular Representations in Cheminformatics: A Comparative Study by Xin Wang, Amanda S. Barnard, Sichao Li

“…Our analysis illuminates complex, nonlinear relationships between molecular structures and predicted properties within clusters; explores the interplay among molecular features, feature importance, and target properties across distinct regions of chemical space; and advances the interpretability of machine learning models for complex molecular systems.…”
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Application of graph theory in liver research: A review by Xumei Hu, Longyu Sun, Rencheng Zheng, Xueqin Xia, Meng Liu, Weibo Chen, Xinyu Zhang, Chengyan Wang

“…By representing images as graphs, it is possible to analyze and process them with graph‐based algorithms, handling complex relationships among pixels and making them useful in boundary extraction and texture analysis. …”
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