Heart Rate Variability-Based Stress Detection and Fall Risk Monitoring During Daily Activities: A Machine Learning Approach by Ines Belhaj Messaoud, Ornwipa Thamsuwan

“…K-means clustering identified three distinct physiological states based on HRV features, such as the high-frequency band power and the root mean square of successive differences between normal heartbeats, suggesting patterns that may reflect stress levels. …”
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Application of an improved LSTM model based on FECA and CEEMDAN VMD decomposition in water quality prediction by Jie Long, Chong Lu, Yiming Lei, Zhong Yuan Chen, Yihan Wang

“…Then, a VMD-enhanced LSTM architecture embedded with FECA was developed to adaptively prioritize frequency-specific features, thereby improving the model’s ability to handle nonlinear patterns. …”
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A Novel Metaheuristic-Based Methodology for Attack Detection in Wireless Communication Networks by Walaa N. Ismail

“…By focusing on the most relevant features, this attention mechanism makes the model suitable for complex and high-dimensional traffic patterns typical of 5G communication. …”
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Dynamic Quantification and Characterization of Spatial Heterogeneity in Mid-Sized Urban Landscape of India by Diksha, Varun Narayan Mishra, Deepak Kumar, Maya Kumari, Bashar Bashir, Malay Pramanik, Mohamed Zhran

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Characterization and comparative profiling of piRNAs in serum biopsies of pediatric Wilms tumor patients by Fatma S. Mohamed, Deena Jalal, Youssef M. Fadel, Samir F. El-Mashtoly, Wael Z. Khaled, Ahmed A. Sayed, Mohamed A. Ghazy

“…Their expression levels also significantly correlated with adverse pathological features, including metastasis, anaplasia, and bilateral WT development. …”
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Low-intensity behavioral activation smartphone app to support low mood: description, engagement and log data analysis by Paul Farrand, Patrick J. Raue, Earlise Ward, Sandra Healey, Jonathan Baker

“…Harnessing the potential of a mobile phone app to deliver a low-intensity behavioral activation intervention to support low mood presents a scalable solution to address these barriers. Located in the development phase of the MRC Complex Interventions Framework, this study describes the Iona Mind Wellbeing for Mood (IMWM) smartphone app and reports log data recognizing patterns of engagement with specific factor techniques associated with behavioral activation. …”
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Evaluating traditional Chinese medicine diagnostic instruments for functional dyspepsia: A systematic review on measurement properties by Leonard TF Ho, Vincent CH Chung, Charlene HL Wong, Irene XY Wu, Kun Chan Lan, Darong Wu, Jerry WF Yeung, Nevin L Zhang, Ting Hung Leung, Justin CY Wu

“…None of them was considered reliable or valid for guiding TCM pattern diagnosis. To support the evidence base of the standardization of TCM patterns in ICD-11, TCM diagnostic instruments should be developed and validated rigorously under the COSMIN guidelines. …”
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To explore the potential of LOXL2 as a biomarker in glioma and construct a genomic integrated clinical prognostic model by Hongjuan Wang, Qunli Li, Xiangtao Zheng, Weibiao Chen

“…BackgroundGlioma is a common invasive tumor of the central nervous system, and its pathological features significantly impair the quality of life of patients, with high mortality risk and easy recurrence. …”
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Morphological multiparameter filtration and persistent homology in mitochondrial image analysis. by Yu-Min Chung, Chuan-Shen Hu, Emily Sun, Henry C Tseng

“…We show that such filtrations contain both topological and geometric information about complex cellular organelle structures, which allows a software program to extract meaningful features. Using this information, we also develop a connectivity index that describes the morphology of the branching patterns. …”
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Emery-Dreifuss muscular dystrophy: anatomical-clinical correlation (case report) by ALZIRA ALVES DE SIQUEIRA CARVALHO, JOSÉ ANTONIO LEVY, PAULO S. GUTIERREZ, SUELY KAZUE NAGAHASHI MARIE, EDUARDO ARGENTINO SOSA, MAURÍCIO SCANAVACA

“…The autopsy findings are here described and correlated to the clinical features in an attempt to better understand the ambiguous findings concerning the process etiology .…”
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A Tale of Two Cities (and Three Men): Armenians in Rome and Ancona, 1560s‑1580s by Cesare Santus

“…By comparing the common features and the different developments of the Armenian hospices in Rome and Ancona, this article aims to stimulate reflection on the characteristics of early modern Catholic confessional mobility and its relationship with other channels of mobility in the early modern Mediterranean.…”
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Methodological elements for the comparative analysis of the first wave of the Covid-19 epidemic in France, Italy, and Spain by Néstor Aldea-Ramos

“…Although the analysis was not applied to France due to the lack of data available, the comparative analysis among Spain and Italy highlighted some similarities and certain divergences, partially attributable to the features of each country‘s national demographic patterns and the peculiarities of applied health protocols. …”
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Topic recognition and refined evolution path analysis of literature in the field of cybersecurity. by Yanfeng Zhu, Zheng Li, Tianyi Li, Lei Jiang

“…The combined LDA2vec model can better reflect the correlation and evolution patterns between adjacent stage topics, thereby accurately identifying topic features and constructing topic evolution paths. …”
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The thalamus encodes and updates context representations during hierarchical cognitive control. by Xitong Chen, Stephanie C Leach, Juniper Hollis, Dillan Cellier, Kai Hwang

“…Cognitive flexibility relies on hierarchically structured task representations that organize task contexts, relevant environmental features, and subordinate decisions. Despite ongoing interest in the human thalamus, its role in cognitive control has been understudied. …”
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Morphological and environmental varieties of the Cambrian stromatolites in Western Henan, North China Craton. by Yu-Guang Chang, Shi-Yun Qing, Ming-Yue Dai, Song-Hua Chen

“…A large number of Girvanella fossils, which were distributed in prostrate or horizontal and winding or overlapping patterns, were preserved in the laminae of stromatolites, and the dark laminae were formed by combined effect of Girvanella and precipitation of calcium carbonate. …”
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La topographie selon Ruskin : saillance du visible et du lisible dans Modern Painters by Laurence Roussillon-Constanty

“…As contemporary critics have shown, John Ruskin’s lifelong interest in geology not only provided him with a unique understanding of the mountain as a painting subject but also allowed him to develop an idiosyncratic theory of perception where movement and salience prevail – a theory he then applied to his often memorable prose.At first sight, salience is one feature of landscape that one can easily visually apprehend but much less easily account for in prose writing. …”
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Of Ruskinian Topography: Visible and Legible Salience in Modern Painters by Laurence Roussillon-Constanty

“…At first sight, salience is one feature of landscape that one can easily visually apprehend but much less easily account for in prose writing. …”
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Baghdadi Serai, Kermanshah: Samples of Iran-Iraq Interactions in the Qajar Period by Isa Hojjat, Efran Heidari

“…As a border town acting as a trans-boundary commercial hub, Kermanshah became home to a group of Jewish immigrants who came from Baghdad and settled in their own quarters. These immigrants developed their specific architecture merging patterns from local architecture with those imported from their former place of residence. …”
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MFPSP: Identification of fungal species-specific phosphorylation site using offspring competition-based genetic algorithm. by Chao Wang, Quan Zou

“…The comparison results shown that MFPSP achieves a more advanced and balanced performance to several state-of-the-art available toolkits. Feature contribution and interaction exploration indicating the proposed model is efficient in uncovering concealed patterns within sequence. …”
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Multi-omics analysis identifies a liquid-liquid phase separation-related subtypes in head and neck squamous cell carcinoma by Peng-Lei Zhai, Peng-Lei Zhai, Meng-Min Chen, Meng-Min Chen, Meng-Min Chen, Qi Wang, Jing-Jun Zhao, Xiao-Mei Tang, Cui-Ni Lu, Jia Liu, Qin-Xin Yang, Ming-Liang Xiang, Qing-Hai Tang, Biao Gu, Shu-Ping Zhang, Si-Ping Tang, Da Fu, Da Fu

“…We confirmed notable differences among these subtypes in terms of prognosis, functional enrichment, genomic alterations, TIME patterns, and responses to immunotherapy. Additionally, we developed the LPRS, a prognostic signature for personalized integrative assessments, which demonstrated strong predictive capability for HNSCC prognosis across multiple cohorts. …”
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