Efficient Learning-Based Robotic Navigation Using Feature-Based RGB-D Pose Estimation and Topological Maps by Eder A. Rodríguez-Martínez, Jesús Elías Miranda-Vega, Farouk Achakir, Oleg Sergiyenko, Julio C. Rodríguez-Quiñonez, Daniel Hernández Balbuena, Wendy Flores-Fuentes

“…Robust indoor robot navigation typically demands either costly sensors or extensive training data. We propose a cost-effective RGB-D navigation pipeline that couples feature-based relative pose estimation with a lightweight multi-layer-perceptron (MLP) policy. …”
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Fatigue Characterization of EEG Brain Networks Under Mixed Reality Stereo Vision by Yan Wu, Chunguang Tao, Qi Li

“…However, prolonged use of MR devices to watch stereoscopic content may lead to visual fatigue. Since visual fatigue involves multiple brain regions, our study aims to explore the topological characteristics of brain networks derived from electroencephalogram (EEG) data. …”
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An Objective Injury Threshold for the Maximum Principal Strain Criterion for Brain Tissue in the Finite Element Head Model and Its Application by Yuting Zhang, Liqun Tang, Yiping Liu, Bao Yang, Zhenyu Jiang, Zejia Liu, Licheng Zhou

“…This paper aims to determine an objective injury threshold for maximum principal strain (MPS) through a novel data-driven method, and to validate and apply it. …”
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Assessment of endothelial cell density after deep anterior lamellar keratoplasty by Ahmed H Ebied, Hossam-Eldein M.A Khalil, Hazem E. Haroun, Islam F.A Elbeih, Ahmed T.S. Saif

“…Preoperative, intraoperative, and postoperative data, including ECD, were collected. Postoperative assessments were conducted at 1, 3, and 6 months. …”
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Evaluating the impact of undergraduate ophthalmology education on medical students’ competency in eye care: a cross-sectional study in Jordan by Rami Al-Omari, Khayry Al-Shami, Almu’atasim Khamees, Saja Karaja, Danya Radaideah, Omamah Shlool, Nedalaldeen Alnajadat, Ameera Basim Issa Etoom, Manar Al-Shami

“…With over 2 billion individuals worldwide affected by visual impairment, proficiency in basic ophthalmology is essential for general practitioners and emergency physicians. …”
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Altered resting-state network connectivity in internet gaming disorder by Guoqing Gao, Bei Rong, Junhua Huang, Mingzhe Zhou, Haomian Zhao, Ning Tu, Lihong Bu, Ling Xiao, Gaohua Wang

“…However, significant inter-network differences between the dorsal attention network(dAN)and the visual network (VN) among the three groups were observed. …”
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Simultaneous Eye Tracking and Cerebral Hemodynamic Monitoring in Infants: A Guide for Pediatric Outpatient Follow-Up by Valéria Azevedo de Almeida, Maria Clara Lima da Cruz, Nicole Rodrigues Morais, Italo Vinicius Tavares Rodrigues, Cintia Ricaele Ferreira da Silva, Edgard Morya, Silvana Alves Pereira

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Advanced AI-Driven Thermographic Analysis for Diagnosing Diabetic Peripheral Neuropathy and Peripheral Arterial Disease by Albert Siré Langa, Jose Luis Lázaro-Martínez, Aroa Tardáguila-García, Irene Sanz-Corbalán, Sergi Grau-Carrión, Ibon Uribe-Elorrieta, Arià Jaimejuan-Comes, Ramon Reig-Bolaño

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Harnessing multisector data to guide policy decision-making to help reduce malnutrition: findings from implementing the National Information Platforms for Nutrition in Africa, Asia... by Carmel M Dolan, J Shojam, P Geniez, B Baille, L Barrington, E Onsomu, I Kiplagat, J Katungu, S Kipruto, M Balarabe

“…Significant impacts are already being achieved through strengthening nutrition relevant data monitoring across sectors, re-analysis of complex data sets, improved visualization of data and through advocacy for more timely nutrition relevant data. …”
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Alterations in sulcal depth and associated functional connectivity in schizophrenia with auditory verbal hallucinations by Zhenru Guo, Zimo Zhou, Shuai Wang, Lianlian Yang, Xiaoshan Gao, Yu Xia, Yuanyuan Yang, Zhangyan Shan, Haixia Huang, Lin Tian, Lin Tian

“…Magnetic resonance imaging data were collected on all participants, and clinical symptoms were assessed using standardized clinical scales. …”
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Degenerated vision, altered lipid metabolism, and expanded chemoreceptor repertoires enable Lindaspio polybranchiata to thrive in deep-sea cold seeps by Yujie Yan, Inge Seim, Yang Guo, Xupeng Chi, Zhaoshan Zhong, Dantong Wang, Mengna Li, Haining Wang, Huan Zhang, Minxiao Wang, Chaolun Li

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The fortified defence of the west of the Santaver Cora through geographic information systems (GIS): a multidisciplinary study by Leonor Parra-Aguilar

“…The results showed that the fortresses visually controlled the entire territory. This made it difficult to conquer. …”
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Older people and the smart city – Developing inclusive practices to protect and serve a vulnerable population by Aaro Tupasela, Juanita Devis Clavijo, Marjut Salokannel, Christoph Fink

“…Decision-makers are facing major challenges in terms of understanding and addressing the needs of vulnerable population groups, such as older people, because of the lack of large enough datasets of disaggregated anonymised data. In this article, we report on the main challenges encountered during the implementation of the URBANAGE project, and the development of the components for big data analytics, visualisations, predictive algorithms and simulation. …”
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User Preference Maps: Quantifying the Built Environment by Sanghyun Son, Hyoensu Kim

“…The final result included 3D route information, quantitative measurement data, and multidimensional visual materials. This approach presents an alternative to traditional route navigation based on uniform criteria and, through data-driven design, is believed to ultimately enhance walkability, activate urban spaces, and contribute to the development of sustainable cities. …”
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Investigating banks’ social media content and consumer reactions with machine learning by Gombos Nóra, Julianna, Vlaszov Artúr, Bíró-Szigeti Szilvia, Molontay Roland

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How much missing data is too much to impute for longitudinal health indicators? A preliminary guideline for the choice of the extent of missing proportion to impute with multiple i... by K. P. Junaid, Tanvi Kiran, Madhu Gupta, Kamal Kishore, Sujata Siwatch

“…The robustness of MICE was assessed through three approaches: comparison of means using the Repeated Measures- Analysis of variance, estimation of evaluation metrics (Root mean square error, mean absolute deviation, Bias, and proportionate variance), and visual inspection of box plots of imputed and non-imputed data. …”
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Evaluating embedding models for text classification in apartment management by Changro Lee

“… The recent proliferation of embedding models has enhanced the accessibility of textual data classification. However, the crucial challenge is evaluating and selecting the most effective embedding model for a specific domain from a vast number of options. …”
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An Interface for Linking Ancient Languages by Mallia Michele, Bandini Michela, Quochi Valeria

“…., for creating attestations by linking lexical forms to their variants in relevant inscriptions, as well as for linking lexical data to external independent LOD datasets available on a remote endpoint. …”
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Mathematical Model Used to Compute Packet Energy Consumption-Based Control Topology for WSN by Mohammed Joudah Zaiter, Tariq Mohamed, Abdalrazak Tareq Rahem, Viktar Tsviatkou

“…This results from their function as routers that send data from edge nodes to the sink. The nodes around the sink node quickly die while delivering much data through intermediate nodes from one node to the sink node. …”
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Discovering causal relationships among financial variables associated with firm value using a dynamic Bayesian network by Ji Young Choi, Chae Young Lee, Man-Suk Oh

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