Specifying the diffusion MRI connectome in Chinese-speaking children with developmental dyslexia and auditory processing deficits by Hsiao-Lan Sharon Wang, Natalie Yu-Hsien Wang, Fang-Cheng Yeh

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Hierarchical cross-modal attention and dual audio pathways for enhanced multimodal sentiment analysis by D. Vamsidhar, Parth Desai, Aniket K. Shahade, Shruti Patil, Priyanka V. Deshmukh

“…Specifically, its main innovation is a dual audio pathway augmented with a dynamic gating module and a cross-modal self-attention layer that enables fine-grained interaction among modalities. …”
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An Exploration on Aperiodic Activities and Transient Oscillations During Semantic Processing: A Study With Wearable MEG by Xiaoyu Liang, Yuyu Ma, Ruonan Wang, Huanqi Wu, Changzeng Liu, Fuzhi Cao, Nan An, Min Xiang, Yueyang Zhai, Xiaolin Ning

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Shaping future sustainable cities with AI-powered urban informatics: Toward human-AI symbiosis by Yang Yue, Guanyu Yan, Tian Lan, Rui Cao, Qili Gao, Wenxiu Gao, Bo Huang, Guan Huang, Zhengdong Huang, Zihan Kan, Xiang Li, Dong Liu, Xintao Liu, Ding Ma, Lili Wang, Jizhe Xia, Xiaochun Yang, Meng Zhou, Anthony Gar-On Yeh, Renzhong Guo, Christophe Claramunt

“…This Opinion paper synthesises insights into four key research directions, focusing on the evolving landscape of urban informatics and its potential to drive innovation in sustainable cities, policy-making, and societal development.…”
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CLTNet: A Hybrid Deep Learning Model for Motor Imagery Classification by He Gu, Tingwei Chen, Xiao Ma, Mengyuan Zhang, Yan Sun, Jian Zhao

“…Despite the great potential of BCI technology, the challenges of extracting and decoding brain signals limit its wide application. …”
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Head Horn Enhances Hydrodynamic Perception in Eyeless Cavefish by Zhiqiang Ma, Zheng Gong, Yonggang Jiang, Peng Wu, Changxin You, Zihao Dong, Hongchao Cao, Zhen Yang, Yahui Zhao, Huawei Chen, Deyuan Zhang

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Integrative multi-omics analysis reveals the contribution of neoVTX genes to venom diversity of Synanceia verrucosa by Zhiwei Zhang, Qian Li, Hao Li, Shichao Wei, Wen Yu, Zhaojie Peng, Fuwen Wei, Wenliang Zhou

“…Further functional studies are encouraged to exploit the venom components of S. verrucosa for pharmaceutical innovation.…”
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Learning EEG Representations With Weighted Convolutional Siamese Network: A Large Multi-Session Post-Stroke Rehabilitation Study by Shuailei Zhang, Kai Keng Ang, Dezhi Zheng, Qianxin Hui, Xinlei Chen, Yang Li, Ning Tang, Effie Chew, Rosary Yuting Lim, Cuntai Guan

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Bibliometric analysis and knowledge mapping of diabetes mellitus combined with tuberculosis research: trends from 1995 to 2023 by Yufeng Li, Yufeng Li, Yufeng Li, Ruizi Ni, Yajing An, Ling Yang, Zhaoyang Ye, Li Zhuang, Linsheng Li, Liang Wang, Liang Wang, Wenping Gong, Wenping Gong

“…BackgroundThe synergistic epidemic of diabetes mellitus and tuberculosis (DM-TB) has created a dual disease burden, challenging global health systems with complex pathophysiological interactions and suboptimal treatment outcomes. To decode the evolving research landscape, this study presents the latest comprehensive bibliometric analysis mapping the intellectual architecture of DM-TB research over three decades.MethodsWe systematically analyzed 791 peer-reviewed articles from the Web of Science Core Collection (1995-2023) using CiteSpace, VOSviewer, and Bibliometrix. …”
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The potential of large language models to advance precision oncology by Shufan Liang, Jiangjiang Zhang, Xingting Liu, Yinkui Huang, Jun Shao, Xiaohong Liu, Weimin Li, Guangyu Wang, Chengdi Wang

“…We then elaborate on the role of LLMs in cancer screening and diagnosis, metastasis identification, tumour staging, treatment recommendation, and documentation processing tasks by decoding various types of clinical data. Moreover, the current barriers faced by LLMs, such as hallucinations, ethical problems, limited application, and so on, are outlined along with corresponding solutions, where the further purpose is to inspire improvement and innovation in this field with respect to harnessing LLMs for advancing precision oncology.…”
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Physics-Informed Neural Networks: A Review of Methodological Evolution, Theoretical Foundations, and Interdisciplinary Frontiers Toward Next-Generation Scientific Computing by Zhiyuan Ren, Shijie Zhou, Dong Liu, Qihe Liu

“…This review establishes a three-dimensional analytical framework to systematically decode PINNs’ development through methodological innovation, theoretical breakthroughs, and cross-disciplinary convergence. …”
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Le pôle pour la gestion des migrateurs amphihalins dans leur environnement (MIAME) – Bilan d'activité 2019-2024 by Jean-Marc ROUSSEL, Marie-Laure ACOLAS, Anthony ACOU, Guillaume EVANNO, Quentin JOSSET, Karl KREUTZENBERGER, Frédéric MARCHAND, Étienne PRÉVOST, Étienne RIVOT, Laurent BEAULATON

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Lightweight Tea Shoot Picking Point Recognition Model Based on Improved DeepLabV3+ by HU Chengxi, TAN Lixin, WANG Wenyin, SONG Min

“…Conversely, shallow features proceeded directly to the decoding stage, undergoing channel reduction processing before being integrated with upsampled deep features. …”
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MULTIMODAL APPROACH TO THE STUDY OF SPECIALIZED TEXTS IN TECHNICAL DISCOURSE by Yuliia V. Polycheva, Volodymyr I. Vetokhin

“…Knowledge of these parameters and the ability to correctly decode and use them helps not only a technical specialist to successfully perform his duties, but also an ordinary person to successfully interact with machines and mechanisms, to understand innovation in the information technology age. …”
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Analysis of complex chromosomal structural variants through optical genome mapping integrated with karyotyping by Xiaoxi Zhu, Huiling Zheng, Xue Wan, Hang Duan, Ying Qi, Weijia Tang, Fan Yang, Fan Yang, Limei Yu, Limei Yu

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Neuromuscular Interactions: a Bridge between Mind and Technology by Nebojša Đorđević, Tamara Jovović, Marko Jovović, Veljko Djordjević

“…Additionally, it examines challenges such as signal decoding precision and raises ethical and privacy concerns. …”
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Doppler Compensation Techniques for M-Ary Sequence Spread Spectrum Signals Based on Correlation Cost Factors in Mobile Underwater Acoustic Communication by Yubo Han, Shuping Han, Heng Zhao, Yaohui Hu, Jingfeng Xu, Gang Yang

“…This paper innovatively proposes a method for updating matched filters based on correlation cost factors. …”
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Research on image compression encoding based on fixed dictionary by Lifeng Li, Yanli Du, Yan-Hong Liu, Hua Yang

“…Owing to the current limited bandwidth, it is necessary to compress images to satisfy the requirements for real-time image transmission. Considering its innovative characteristics, a high compression ratio,and fractal compression techniques are usually adopted to code and decode images. …”
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WSCDNet: A Window Structural Similarity Guided Deep Feature Recalibration Method for Remote Sensing Image Change Detection by Siming Fu, Sijun Dong, Xiaoliang Meng

“…Furthermore, we use a dense ladder-shaped fusion method, making full use of the multilevel feature maps in the feature pyramid. In the decoding stage, we innovatively designed a difference calculation method based on the structural similarity index between windows, recalibrated the deep features extracted by the network, and then decode layer by layer. …”
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Role of transcriptomics in the study of oral cancer by Prabhu Manickam Natarajan, Vidhya Rekha Umapathy

“…Oral cancer, a formidable public health challenge, demands innovative approaches for early detection and effective treatment. …”
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