Multiscale information processing in the immune system by Roberto Navarro Quiroz, Jose Villarreal Camacho, Jose Villarreal Camacho, Eloina Zarate Peñata, Yesit Bello Lemus, Claudio López-Fernández, Lorena Gomez Escorcia, Cecilia Fernández-Ponce, Cecilia Fernández-Ponce, Cecilia Fernández-Ponce, Martha Rebolledo Cobos, Jennifer Fandiño Moreno, Ornella Fiorillo-Moreno, Ornella Fiorillo-Moreno, Elkin Navarro Quiroz, Elkin Navarro Quiroz, Elkin Navarro Quiroz

“…We propose a unified theoretical framework based on six canonical functions—sensing, coding, decoding, response, feedback, and learning—that act as scale-invariant operational units, integrating molecular precision, collective cellular intelligence, and systemic coordination into coherent adaptive responses. …”
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Grassland management and phenology affect trait retrieval accuracy from remote sensing observations by Maksim Iakunin, Franziska Taubert, Reimund Goss, Severin Sasso, Hannes Feilhauer, Daniel Doktor

“…This study combines radiative transfer model (RTM) and machine learning algorithms to assess the efficacy of the model inversion in predicting plant functional traits under different grassland management regimes. …”
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The comprehensive 360° model of research: its foundations and exemplary application in spinal cord injury by Sara Rubinelli, Jerome Bickenbach, James Middleton, Ian Cameron, Carla Sabariego, Gerold Stucki

“…It has been successfully applied in the Swiss Spinal Cord Injury Cohort Study (SwiSCI), demonstrating its value in addressing the comprehensive needs of individuals with spinal cord injury through interdisciplinary collaboration and a learning health system theory. Conclusion: The 360° Model offers a transformative approach, highlighting the importance of functioning in health research. …”
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State of the art in remote sensing monitoring of carbon dynamics in African tropical forests by Thomas Bossy, Thomas Bossy, Thomas Bossy, Philippe Ciais, Philippe Ciais, Solène Renaudineau, Liang Wan, Bertrand Ygorra, Elhadi Adam, Nicolas Barbier, Marijn Bauters, Nicolas Delbart, Nicolas Delbart, Frédéric Frappart, Tawanda Winmore Gara, Eliakim Hamunyela, Suspense Averti Ifo, Gabriel Jaffrain, Philippe Maisongrande, Maurice Mugabowindekwe, Maurice Mugabowindekwe, Theodomir Mugiraneza, Theodomir Mugiraneza, Cassandra Normandin, Conan Vassily Obame, Marc Peaucelle, Camille Pinet, Pierre Ploton, Le Bienfaiteur Sagang, Martin Schwartz, Valentine Sollier, Bonaventure Sonké, Bonaventure Sonké, Paul Tresson, Aurélien De Truchis, An Vo Quang, Jean-Pierre Wigneron

“…Future developments in remote sensing should examine how multi-sensor integration of high-resolution data from instruments such as Planet, Tandem-X, SPOT and improved AI methods can refine forest composition, carbon storage and function maps, enhance large-scale monitoring of tree height and biomass dynamics, and improve forest degradation and deforestation detection down to tree level. …”
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Artificial intelligence for the understanding of electrolyte chemistry and electrode interface in lithium battery by Chen Yawei, Liu Yue, He Zixu, Xu Liang, Yu Peiping, Sun Qintao, Li Wanxia, Jie Yulin, Cao Ruiguo, Cheng Tao, Jiao Shuhong

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Dysregulation of saliva and fecal microbiota as novel biomarkers of colorectal cancer by Jiamei Rong, Xiaocui Chen, Zhangqin Li, Bona Li, Yang Sun, Yinglei Miao

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Asymmetric Inter‐Hemisphere Communication Contributes to Speech Acquisition of Toddlers with Cochlear Implants by Xue Zhao, Meiyun Wu, Haotian Liu, Yuyang Wang, Zhikai Zhang, Yuhe Liu, Yu‐Xuan Zhang

“…Here, early auditory development is examined using repeated optical imaging for cochlear implanted (CI) toddlers with congenital deafness from onset of restored hearing to around one year of CI hearing experiences. Machine learning models are constructed to resolve how functional organization of the bilateral language network and its sound processing support the CI children's post‐implantation development of auditory and verbal communication skills. …”
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Research Progress on Modulation Format Recognition Technology for Visible Light Communication by Shengbang Zhou, Weichang Du, Chuanqi Li, Shutian Liu, Ruiqi Li

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hu.MAP3.0: atlas of human protein complexes by integration of >25,000 proteomic experiments by Samantha N Fischer, Erin R Claussen, Savvas Kourtis, Sara Sdelci, Sandra Orchard, Henning Hermjakob, Georg Kustatscher, Kevin Drew

“…Abstract Macromolecular protein complexes carry out most cellular functions. Unfortunately, we lack the subunit composition for many human protein complexes. …”
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Barlow Twins deep neural network for advanced 1D drug–target interaction prediction by Maximilian G. Schuh, Davide Boldini, Annkathrin I. Bohne, Stephan A. Sieber

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The role of senses in sensory integration in the context of child nutrition by Anna Piotrowska, Eliza Kostyra, Rita Karaś

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Navigation in brain networks is possible using only local measures by Alex Hocking, Lena Vogelsang, Frank Jiang, Hung Le, Kerri Morgan, Nicholas Parsons, Govinda Poudel, Sergiy Shelyag, Julien Ugon

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The potential of the eduPortal educational platform in distance education by Katarzyna Beata Daniel

“…Abstract The aim of the work is to show the functionality of an innovative tool in the form of an educational platform in distance learning. …”
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System Derived Spatial-Temporal CNN for High-Density fNIRS BCI by Robin Dale, Thomas D. O'sullivan, Scott Howard, Felipe Orihuela-Espina, Hamid Dehghani

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Optimization model for wireless charging and power saving of smart canes for the visually impaired based on DRL by Zhaohua Ji, Cheng Xu, Jie Huang, Qinghui Zhou, Tao Yang, Diyi Zhang, Wuchao Zheng

“…By integrating reinforcement learning with intelligent energy management, this research provides an innovative and practical approach to enhancing smart cane functionality, promoting safer and more autonomous navigation for visually impaired individuals.…”
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Investigating the Analgesic Mechanisms of Acupuncture for Cancer Pain: Insights From Multimodal Bioelectrical Signal Analysis by Huang J, Zhao L, Xie Y, Wang C, Yang X, Huang H, Zhang D

“…Power spectrum analysis revealed decreased signal power during retention. Functional network analysis demonstrated a reduction in connectivity strength between electroencephalography and electromyography signals. …”
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Optimizing radiation monitoring networks to improve emergency response strategies during nuclear power plant accidents by Allan Gellenoncourt, Ali Ayoub, Haruko M. Wainwright

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Integrated multi-omics reveals the impact of ruminal keystone bacteria and microbial metabolites on average daily gain in Xuzhou cattle by Yingying Jiang, Zhenjiang An, Wenjie Li, Shuwen Xia, Qiang Ding, Jifeng Zhong, Huili Wang, Yan Xu, Kunlin Chen, Yangyang Shen

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A design approach to mathematics teacher educator development in East Africa by Jennie Golding, Marjorie Sarah K. Batiibwe

“…Mathematical functioning in sub-Saharan Africa remains persistently weak in global terms. …”
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Identification of Food-Derived Electrophilic Chalcones as Nrf2 Activators Using Comprehensive Virtual Screening Techniques by Bingyu Bai, Piaohan Tu, Jiayi Weng, Yan Zhang, Quan Lin, Mitchell N. Muskat, Jie Wang, Xue Tang, Xiangrong Cheng

“…Electrophilic compounds are bioactive components commonly found in foods that are capable of covalently modifying nucleophilic sites on biologically functional macromolecules. These compounds may elicit positive bioactivity or negative biotoxicity, posing significant challenges in terms of time and resource expenditure in the de novo characterization of their biological activity. …”
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