Classification of ROI-based fMRI data in short-term memory tasks using discriminant analysis and neural networks by Magdalena Fafrowicz, Marcin Tutajewski, Igor Sieradzki, Jeremi K. Ochab, Jeremi K. Ochab, Anna Ceglarek-Sroka, Koryna Lewandowska, Tadeusz Marek, Barbara Sikora-Wachowicz, Igor T. Podolak, Paweł Oświęcimka, Paweł Oświęcimka, Paweł Oświęcimka

“…The best performance was achieved by the LGBM classifier with 1-time point input data during memory retrieval and a convolutional neural network during the encoding phase. Additionally, we developed an algorithm that took into account feature correlations to estimate the most important brain regions for the model's accuracy. …”
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Thermo-mechanical fatigue behaviour of an additively manufactured nickel-based superalloy: Experiments and crystal plasticity modeling by Lu Zhang, Liujun Lu, Yuzhuo Wang, Weilong Li, Zhiwei Yu, Xingling Luo, Rong Jiang, Liguo Zhao, Yingdong Song

“…A crystal plasticity finite element model was established to simulate TMF cyclic deformation, taking into account the influence of plastic dissipation energy. The developed model is able to capture the features of asymmetry of stress-strain responses and initial hardening followed by softening. …”
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Using photorealistic 3D visualization to convey ecosystem restoration to the public by Abigail J. Hillen-Schiller, Dulci Steijvers, Dulci Steijvers, Jacob C. de Kok, Quan-Xing Liu, Jim van Belzen, Jim van Belzen, Rafael Bidarra, Johan van de Koppel, Johan van de Koppel

“…Our method showcases the inherent complexity of ecosystems, highlighting features such as spatial patterning and the dynamic processes that shape them, as well as the critical role of this complexity in supporting biodiversity. …”
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Research on the spatial evolution process and reconfiguration pathway of mountainous cities based on the human-water relationship in river basins—A case study of Yichang City, Hube... by Mengjie Zhang, Wei Zhai, Ziyang Xiong, Chong Peng

“…At the same time, influenced by the significant and special event of the Three Gorges Project construction, the city has undergone rapid ''leapfrog'' development. Amid population mobility and river basin management needs, Yichang should use its ''water'' feature to integrate function, scale, and structure, focusing on water protection and utilization to ensure national and energy security. …”
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Laser‐Induced Structuring of Biocompatible Polymers for the Controlled Orientation of Multinucleated Myotubes by Clarissa Murru, Lucas Duvert, Daniel Ferry, Ahmed Al‐Kattan, Frederique Magdinier, Anne‐Patricia Alloncle, Stefano Testa, Adrien Casanova

“…These findings emphasize the potential of laser‐patterned polymer surfaces to guide muscle cell orientation and differentiation, providing a promising approach for developing functional surfaces in skeletal muscle tissue engineering.…”
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Differentiation of AFP-negative hepatocellular carcinoma from other intrahepatic malignant lesions by a noninvasive predictive model based on Sonazoid contrast-enhanced ultrasound by Qian Zhang, Zhilong Liu, Ruining Wang, Lele Song, Wenwen Fan, Ping Liang, Liping Liu

“…We constructed a model and developed a nomogram. Then using the area under the curve, Hosmer-Lemeshow test, calibration curves, decision curve analysis, and 1,000 bootstraps to assess and internally validate the model performance. …”
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Biological and genetic characterization of a newly established human primary multidrug-resistant distal cholangiocarcinoma cell line, CBC3T-6 by Mingzhen Bai, Ruoshui Wang, Chongfei Huang, Ruyang Zhong, Ningzu Jiang, Wenkang Fu, Ningning Mi, Long Gao, Yuyao Jin, Haidong Ma, Jie Cao, Haiying Yu, Qiang Jing, Chao Zhang, Ping Yue, Yong Zhang, Yanyan Lin, Hengwei Zhang, Wenbo Meng

“…The inherent tumor characteristics and growth pattern of cancer cells pose a challenge for diagnosis and treatment. …”
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Integrative Analysis of Neutrophil-Associated Genes Reveals Prognostic Significance and Immune Microenvironment Modulation in Cervical Cancer by Ting Hu, Haijing Wu, Xinghan Cheng, Haoyue Gao, Min Yang

“…High expression of SEMA6B was associated with poorer prognostic features and immune evasion. <b>Conclusions:</b> We developed a NAGS signature that may inform prognosis and immune microenvironment status in cervical cancer. …”
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Constitutive model of metal rubber material considering plastic accumulation behavior by FENG Zhipeng, YANG Fang, FU Hailong, AI Shigang, WANG Yue, YUAN Liangyang

“…Due to the complex and varied interlocking patterns of internal metallic helical coils during cold compression molding, residual stresses typically exist after forming. …”
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Scientific geovisualization of the dynamics of Sargassum dispersion and landfall in the Caribbean, based on satellite imagery and numerical forecasts. by Francisco Javier Osorno-Covarrubias, Jorge Prado Molina, Gabriela Gómez-Rodríguez, Uriel Mendoza, Stéphane Couturier

“…A comparison is made with existing systems, highlighting the limitations and advantages of our approach while discussing its potential for developing a robust Sargassum monitoring and early warning system for the Caribbean Sea.…”
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Engagement of CD300c by a Novel Monoclonal Antibody Ameliorates Behavioral Deficits in a 5xFAD Mouse Model of Alzheimer’s Disease by Suin Lee, Chang Ki Lim, Jongyeob Kim, Joon Kim, Hee Kyung Jin, Jae-sung Bae, Jae-Won Jeon

“…<b>Methods</b>: To confirm this, we developed CB201, a fully human anti-CD300c antibody, and demonstrated its strong and specific binding to CD300c using surface plasmon resonance and binding ELISAs. …”
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Nécropoles multipolaires et élaboration d’un nouveau modèle socio-politique au premier âge du Fer : réflexions à partir des sites du Camp de l’Église Sud à Flaujac-Poujols (Lot) et... by Antoine Dumas

“…The chronological information may then be considered. The topographical development of each site is shown to be consistent with the hypothesis that several distinct groups of burials existed, meaning that both sites developed following a multipolar pattern. …”
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Emotional Interactive Simulation System of English Speech Recognition in Virtual Context by Dan Li

“…Hidden Markov style has been widely used in English speech semantic recognition. The experiments of feature extraction and pattern recognition of speech samples prove that Hidden Markovian has higher recognition rate and better recognition effect in speech emotion recognition. …”
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Analysis of biofilm assembly by large area automated AFM by Ruben Millan-Solsona, Spenser R. Brown, Lance Zhang, Sita Sirisha Madugula, HuanHuan Zhao, Blythe Dumerer, Amber N. Bible, Nickolay V. Lavrik, Rama K. Vasudevan, Arpan Biswas, Jennifer L. Morrell-Falvey, Scott Retterer, Martí Checa, Liam Collins

“…Understanding their assembly, structure, genetic regulation, interspecies interactions, and environmental responses is key to developing effective control and mitigation strategies. …”
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Effects of seeding rates and nitrogen fertilizer managements on photosynthetic productivity and nitrogen utilization in direct-seeded rice by Jiang Mingjin, Ma Jun, Sun Yongjian, Yan Fengjun, Xu Hui, Yang Zhiyuan, Sun Jiawei

“…Due to the climatic feature of low light, small temperature difference and high humidity, transplanting rice was the major pattern in rice production in Sichuan Basin. …”
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StructureNet: Physics-Informed Hybridized Deep Learning Framework for Protein–Ligand Binding Affinity Prediction by Arjun Kaneriya, Madhav Samudrala, Harrish Ganesh, James Moran, Somanath Dandibhotla, Sivanesan Dakshanamurthy

“…Overall, the results show that structural data alone are sufficient for binding affinity predictions and can address pattern recognition challenges introduced by sequence and interaction features. …”
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Estimation of soil thickness in karst landforms using a quantile regression forests approach by Fayong Fang, Ruyi Zi, Zhen Han, Qian Fang, Rui Hou, Longshan Zhao

“…Soil thickness is a basic feature of the earth’s land surface. Accurately representing the spatial distribution of soil thickness is important for various models of earth surface processes. …”
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Hip Involvement in Pediatric Scurvy: Early Magnetic Imaging Signs by Lisa Gamalero, Anna Perrone, Chiara Macucci, Alessandra Meneghel, Marta Balzarin, Sandra Trapani, Giuseppe Indolfi, Giorgia Martini, Teresa Giani

“…However, conditions associated with a restrictive and/or selective diet and inadequate absorption still pose a high risk for developing vitamin C deficiency. Musculoskeletal symptoms are among the most characteristic manifestations of scurvy, often requiring radiological investigations. …”
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Label efficient phenotyping for Long COVID using electronic health records by Chuan Hong, Jun Wen, Harrison G. Zhang, Vidul Ayakulangara Panickan, Doris Y. Yang, Alicia W. Chen, Xin Xiong, Xuan Wang, Michele Morris, Sara Morini, Rahul Sangar, Andrew Dey, Malarkodi J. Samayamuthu, Katherine Liao, Clara-Lea Bonzel, Vidisha Tanukonda, Monika Maripuri, Jacqueline Honerlaw, Yuk-Lam Ho, Shyam Visweswaran, Isaac S. Kohane, Kelly Cho, Gabriel Brat, Zongqi Xia, Tianxi Cai

“…Our downstream analysis revealed a pattern of elevated healthcare utilization due to Long COVID, peaking at and continuing beyond the fourth month following COVID infection. …”
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Global Challenge of Health Communication: Infodemia in the Coronavirus Disease (COVID-19) Pandemic by Hamid Allahverdipour

“…It is also important to distinguish between the use of fear-based theories in the development of health risk messages about COVID-19 and the dissemination of unprofessional authored messages disseminated by social media. …”
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