Multimodal neuroimaging investigation of post-stroke fatigue in middle-aged and older adults: combining resting-state fMRI and DTI-ALPS analysis by Jingjing Sun, Yanlin Tang, Wenni Wang, Yong Zhang, Hengshan Ji, Peng Wang

“…This study aimed to identify imaging markers for PSF in middle-aged and older adults using a multimodal imaging approach.MethodsThis retrospective case–control study analyzed data from patients with first ischemic stroke aged 50 years and above who were treated from January 2021 to June 2022 at the First Hospital of the University of Science and Technology of China. …”
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Advanced Computer Vision Techniques for Accurate Measurement in Unmanned Mobile Robots by Bharathi V, Natraj N A, Gopinath S, Kiruthikaa R

“…We conduct rigorous image processing tests and compare AI-driven recognition systems with human analysis. …”
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The Space of an Image Existence. What do the Internet the Ancient City and the Medieval Temple Have in Common? by M. A. Vasilyeva

“…The article discusses various historical examples of symbolic spaces – spaces of the existence of an image – to consider how representation systems are arranged in them and how they set the tone for the complex process of creating an image of a person. …”
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Dynamical System in Chaotic Neurons with Time Delay Self-Feedback and Its Application in Color Image Encryption by Yao-Qun Xu, Xin-Xin Zhen, Meng Tang

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An Image Encryption Scheme Using a 1D Chaotic Double Section Skew Tent Map by Rania A. Elmanfaloty, Ehab Abou-Bakr

“…Because of their complex behaviour, simple mathematical and digital hardware representation, one-dimensional (1D) chaotic functions were the earliest choices of cryptologists for applying chaos theory to cryptography. …”
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MCPA: multi-scale cross perceptron attention network for 2D medical image segmentation by Liang Xu, Mingxiao Chen, Yi Cheng, Pengwu Song, Pengfei Shao, Shuwei Shen, Peng Yao, Ronald X. Xu

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Altered brain complexity in first-episode antipsychotic-naïve patients with schizophrenia: A whole-brain voxel-wise study by Naici Liu, Rebekka Lencer, Christina Andreou, Mihai Avram, Heinz Handels, Wenjing Zhang, Sun Hui, Chengmin Yang, Stefan Borgwardt, John A. Sweeney, Su Lui, Alexandra I. Korda

“…The Chaos analysis approach was applied to detect alterations in brain structural complexity using the largest Lyapunov exponent (Lambda) as the key measure. …”
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Medical Report Generation With Knowledge Distillation and Multi-Stage Hierarchical Attention in Vision Transformer Encoder and GPT-2 Decoder by Hilya Tsaniya, Chastine Fatichah, Nanik Suciati, Takashi Obi, Joong-Sun Lee

“…Our approach leverages knowledge distillation with Vision Transformer (ViT) as the image encoder to capture complex visual features, the model benefits from knowledge distillation, transferring knowledge from an ensemble of Convolutional Neural Networks (CNNs) – including VGG16, InceptionV3, and DenseNet121 – to the ViT, ensuring rich and diverse feature extraction. …”
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What Helps to Detect What? Explainable AI and Multisensor Fusion for Semantic Segmentation of Simultaneous Crop and Land Cover Land Use Delineation by Saman Ebrahimi, Saurav Kumar

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Precision diagnosis of burn injuries using imaging and predictive modeling for clinical applications by Pramod K. B. Rangaiah, B P Pradeep kumar, Fredrik Huss, Robin Augustine

“…The proposed framework makes use of the Adaptive Complex Independent Components Analysis (ACICA) and Reference Region (TBSA) methods in conjunction with deep learning techniques for the precise estimation of burn depth and Total Body Surface Area analysis. …”
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Research on Machining Parameter Optimization and an Electrode Wear Compensation Method of Microgroove Micro-EDM by Xiaodong Zhang, Wentong Zhang, Peng Yu, Yiquan Li

“…In the process of micro-EDM, tool electrode wear is inevitable, especially for complex three-dimensional cavities or microgroove structures. …”
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Preliminary Electroencephalography-Based Assessment of Anxiety Using Machine Learning: A Pilot Study by Katarzyna Mróz, Kamil Jonak

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Comparison of MRI imaging features to differentiate degenerating fibroids from uterine leiomyosarcomas by William W Loughborough, Andrea G Rockall, Tanja T Gagliardi, Laura Satchwell, Emily Greenlay, Piers Osborne, Nishat Bharwani, Thomas Ind, Ayoma Attygalle, Dione Lother, Georgina Hopkinson, Robin Jones, Charlotte Benson, Aisha Miah, Aslam Sohaib, Christina Messiou

“…Inter observer variation and univariate analysis was undertaken. Imaging characteristics identified on univariate analysis were used to build a multi-variable diagnostic model and sensitivity and specificity of this model calculated. …”
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Visual and Verbal Elements of the Comprehensive Image Code as Important Components of Library Branding by N. Khymytsia, V. Prysiazhna

“…Conclusions. The complex image code of a modern library is an effective tool for forming its brand through the integration of visual and verbal elements. …”
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A performance-driven hybrid text-image classification model for multimodal data by Swati Gupta, Bal Kishan

“…The HTIC model is presented in this work along with text and image categorization. These models center on a complex deep learning architecture including VGG16 for image classification and Roberta with MYSQL for text classification and optimized CNNs. …”
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NAMELESS STAR: EDISON DENISOV’S MUSIC IN THE DISCOURSES OF AN UNORDINARY STORY / «БЕЗЫМЯННАЯ ЗВЕЗДА»: МУЗЫКА ЭДИСОНА ДЕНИСОВА В ДИСКУРСАХ НЕОБЫКНОВЕННОЙ ИСТОРИИ... by NAUMENKO TATIANA I. / НАУМЕНКО Т.И., MOLOZYA ANASTASIA A. / МОЛОЗЯ А.А.

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Imaging flow cytometry reveals divergent mitochondrial phenotypes in mitochondrial disease patients by Irena.J.J. Muffels, Richard Rodenburg, Hanneke L.D. Willemen, Désirée van Haaften-Visser, Hans Waterham, Niels Eijkelkamp, Sabine A. Fuchs, Peter M. van Hasselt

“…One group displayed low-to-normal membrane potential, indicating a hypometabolic state, while the other showed elevated membrane potential and swelling, suggesting a hypermetabolic state. Literature analysis linked these clusters to complex I stability defects (hypometabolic) and proton pumping activity (hypermetabolic). …”
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Video image feature extraction method for police drones investigation and evidence collection by CHEN Sixin, HE Fengwei

“…Firstly, we made a detailed analysis of the HSV color of the target object in the video image. …”
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Image Processing Method Based on Chaotic Encryption and Wavelet Transform for Planar Design by Yiying Liu, Young Chun Ko

“…In terms of the security of the graphic design image itself, the complex dynamical properties of chaos are fully utilized to encrypt it, and the algorithm has a good encryption effect after statistical characteristic analysis, attack complexity, difference analysis, adjacent pixel correlation analysis, and key sensitivity analysis. …”
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Research on object detection and recognition in remote sensing images based on YOLOv11 by Lu-hao He, Yong-zhang Zhou, Lei Liu, Wei Cao, Jian-hua Ma

“…These findings suggest that YOLOv11 holds significant promise for remote sensing image target detection, demonstrating exceptional detection performance while offering robust technical support for intelligent remote sensing image analysis. …”
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