THE TWO SIDES OF SEDENTARY BEHAVIOR by Bruno Gonçalves Galdino da Costa, Jean-Philippe Chaput, Kelly Samara Silva

“…With the advancement of technology, the relationship of individuals with SB has become increasingly complex, and available instruments, theories, and research face challenges to keep up with this evolution. …”
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Regulatory Perspectives for AI/ML Implementation in Pharmaceutical GMP Environments by Sarfaraz K. Niazi

“…However, implementing good manufacturing practices (GMP) in regulated environments introduces complex challenges related to validation, data integrity, risk management, and regulatory oversight. …”
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Charge carrier injection and extraction of colloidal quantum dot assemblies: a perspective for optoelectronic devices by Satria Zulkarnaen Bisri

“…The interplay between charge injection, interfacial trap states, and carrier mobility introduces complex loss pathways that hinder performance. Many key unanswered questions remain, including the influence of different QD compositions, ligand environments, and orders near the interface on charge transport. …”
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Emerging Technologies in Pharmaceutical Supply Chains: a Comprehensive Analysis of Findings and Implications by Ibrahim F. Alsakhen, László Buics, Edit Süle

“…The pharmaceutical supply chain faces significant challenges in achieving resilience and adaptability amid complex global risks and disruptions. Emerging technologies, such as Pharma 4.0, artificial intelligence (AI), and blockchain, offer transformative potential to enhance supply chain performance. …”
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Two-dimensional coronene fractals: modified reverse degree indices, comparative analysis of information entropy and predictive modeling of spectral properties by A. R. Abul Kalaam, A. Berin Greeni

“…Additionally, information entropy is employed to evaluate and compare the structural complexities of coronene fractals. Spectra-based energetic properties such as total π-electron energy, HOMO-LUMO energy gaps, spectral diameter, delocalization and resonance energies are calculated to assess their kinetic and thermodynamic stability. …”
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RAMBO. I. Project Introduction and First Results with uGMRT by Z. Keszthelyi, K. Kurahara, Y. Iwata, Y. Fujii, H. Sakemi, K. Takahashi, S. Yoshiura

“…The RAdio Magnetospheres of B and O stars (RAMBO) project aims to address this gap by systematically detecting and characterizing gyrosynchrotron and cyclotron maser radio emission in rapidly rotating magnetic hot stars. …”
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7 Tesla multimodal MRI dataset of ex-vivo human brain by Qinfeng Zhu, Sihui Li, Zuozhen Cao, Yao Shen, Haoan Xu, Guojun Xu, Haotian Li, Zhaopeng Cui, Keqing Zhu, Zhiyong Zhao, Jing Zhang, Dan Wu

“…Abstract Ex-vivo MRI offers invaluable insights into the complexity of the human brain, enabling high-resolution anatomical delineation and integration with histopathology, and thus, contributes to both basic and clinical studies on normal and pathological brains. …”
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Neuroimaging and Emotional Development in the Pediatric Population: Understanding the Link Between the Brain, Emotions, and Behavior by Giuseppe Marano, Maria Benedetta Anesini, Miriam Milintenda, Mariateresa Acanfora, Claudia Calderoni, Francesca Bardi, Francesco Maria Lisci, Caterina Brisi, Gianandrea Traversi, Osvaldo Mazza, Roberto Pola, Gabriele Sani, Eleonora Gaetani, Marianna Mazza

“…This narrative scoping review synthesizes current pediatric neuroimaging evidence, filling a gap in the literature by integrating structural, functional, and emerging modalities, to provide clear translational pathways for clinical and behavioral observations. …”
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Gender differences in pre-surgical hip arthroplasty patients by Elisabet Ripoll-Romero, Elisabet Ripoll-Romero, Zaida Agüera, Zaida Agüera, Zaida Agüera, Zaida Agüera, Montserrat Puig-Llobet, Montserrat Puig-Llobet, Marta Bassas, Maria Cristina Manzanares-Céspedes, Jordi Galimany-Masclans

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Biological properties and genomic analysis of the fourth strain of molliviruses encoding a eukaryotic-like transmembrane transport protein by Yucheng Xia, Baiyu Su, Hongwei Ren, Feifei Liu, Lanlan Cai, Yue-Him Wong, Rui Zhang

“…So far, only three giant viruses belonging to the mollivirus group have been identified, resulting in a significant gap in our understanding of the biological properties of mollivirus. …”
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The Role of Immunohistochemistry as a Surrogate Marker in Molecular Subtyping and Classification of Bladder Cancer by Tatiana Cano Barbadilla, Martina Álvarez Pérez, Juan Daniel Prieto Cuadra, Mª Teresa Dawid de Vera, Fernando Alberca-del Arco, Isabel García Muñoz, Rocío Santos-Pérez de la Blanca, Bernardo Herrera-Imbroda, Elisa Matas-Rico, Mª Isabel Hierro Martín

“…Molecular subtyping has emerged as an essential tool for understanding the biological diversity of BC; however, its implementation in clinical practice remains limited due to the high costs and complexity of genomic techniques. This review examines the role of immunohistochemistry (IHC) as a surrogate marker for molecular subtyping in BC, highlighting its potential to bridge the gap between advanced molecular classifications and routine clinical application; Methods: We explore the evolution of taxonomic classification in BC, with a particular focus on cytokeratin (KRT) expression patterns in normal urothelium, which are key to identifying basal and luminal subtypes. …”
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DSMF-Net: Dual Semantic Metric Learning Fusion Network for Few-Shot Aerial Image Semantic Segmentation by Xiyu Qi, Yidan Zhang, Lei Wang, Yifan Wu, Yi Xin, Zhan Chen, Yunping Ge

“…On the one hand, we consider the inherent semantic gap between the feature of graph and grid structures and metric learning of few-shot segmentation. …”
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Baseline Climate Variables for Earth System Modelling by M. Juckes, M. Juckes, K. E. Taylor, F. Antonio, D. Brayshaw, C. Buontempo, J. Cao, P. J. Durack, M. Kawamiya, H. Kim, T. Lovato, C. Mackallah, M. Mizielinski, A. Nuzzo, M. Stockhause, D. Visioni, J. Walton, B. Turner, E. O'Rourke, B. Dingley

“…As Earth system modelling archives grow in scale and complexity, there are emerging problems associated with weak standardisation at the variable collection level. …”
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Early-life adversities compromise behavioral development in male and female mice heterozygous for CNTNAP2 by Gabriele Chelini, Tommaso Fortunato-Asquini, Enrica Cerilli, Katia Monsorno, Benedetta Catena, Ginevra Matilde Dall’O’, Rosa Chiara Paolicelli, Yuri Bozzi

“…The etiological complexity of psychiatric disorders arises from the dynamic interplay between genetic and environmental vulnerabilities. …”
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Single-Pixel Imaging Based on Optical Fibers by Yunfei Tian, Zixuan Ding, Haogong Feng, Runze Zhu, Ye Chen, Fei Xu, Yanqing Lu

“…Its size and configuration limit its applications in complex and restricted scenarios. In this study, we develop an SPI based on optical fibers. …”
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RGB and RGNIR image dataset for machine learning in plastic waste detectionZENODO by Owen Tamin, Ervin Gubin Moung, Jamal Ahmad Dargham, Samsul Ariffin Abdul Karim, Ashraf Osman Ibrahim, Nada Adam, Hadia Abdelgader Osman

“…While spectral imaging offers a promising solution, it has several drawbacks, such as complexity, high cost, and limited spatial resolution. …”
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MCIDN: Deblurring Network for Metal Corrosion Images by Jiaxiang Wang, Meng Wan, Pufen Zhang, Sijie Chang, Hao Du, Peng Shi, Hongying Yu, Dongbai Sun, Jue Wang, Yangang Wang

“…While self-attention is widely used in visual tasks, its quadratic complexity often leads to high computational costs. …”
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Three-Dimensional Copulas: A Generalized Convex Mixture Copulas Strategy by Christophe Chesneau

“…Copulas are multi-dimensional probabilistic functions that play a crucial role in modeling complex dependence structures between random variables. …”
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Beneath the surface: unveiling the gut–brain axis in anorexia and depression by Fatima Shahid, Zain Afridi, Muhammad Ali, Muhammad Nabeel Saddique, Javed Iqbal, Anurag Jha

“…Abstract Anorexia nervosa (AN) and depression are complex conditions with high comorbidity, impacting mental and physical health. …”
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Sustainability Practices in Hospitals: A Systematic Literature Review and Research Agenda by Melinda Ibrahim, Abdul Ghofar, Lilik Purwanti, Syaiful Iqbal

“…This comprehensive analysis reveals key gaps in the literature and proposes relevant directions for future research. …”
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