Classification of SERS spectra for agrochemical detection using a neural network with engineered features by Mateo Frausto-Avila, Monserrat Ochoa-Elias, Jose Pablo Manriquez-Amavizca, María del Carmen González-López, Gonzalo Ramírez-García, Mario Alan Quiroz-Juárez

“…This makes the proposed model particularly suitable for deployment in resource-limited environments, providing an efficient and effective tool for agrochemical compound classification in diverse environmental and food matrices.…”
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Immune inflammatory regulation in Anti-NMDAR encephalitis: insights from transcriptome analysis by Shan Qiao, Shan Qiao, Jia Wang, Shan-chao Zhang, Ai-hua Wang, Hai-yun Li, Tao Xin, Tao Xin

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Anti-corrosive efficiency of salvadora persica plant stick powder on SS 316L orthodontic wire in artificial saliva by H.Mohamed Kasim Sheit, K.S. Mohan, P. Srinivasan, S.Esakki Muthu, A. Dinesh, B. Rajeswari, L. Srimathi Priya, Lalitha Gnanasekaran, Munawar Iqbal

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The association between serum albumin–globulin ratio and overactive bladder in American adults: a cross-sectional study by Yuan-Zhuo Du, Jia-Hao Liu, Fu-Chun Zheng, Qiang Zhou, Ju Guo

“…Abstract Objectives The albumin–globulin ratio (AGR) is considered an important indicator reflecting an individual’s immune function and nutritional status, and it is closely associated with various health conditions. …”
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Influencing Factors on the Sports Business: United Nations Sustainable Development Goals Approach through Championship Sports by Makki Mohmmed Safi, Rasool Nazari, Hassanin Abdul Wahed Abbas, Khosro Jalai Dehkordi

“…Advanced measures include emulating prosperous countries, providing sustainable financial, economic, and business resources, environmental solutions, and creating a professional labor market. …”
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Identification of microbial exopolymer producers in sandy and muddy intertidal sediments by compound-specific isotope analysis by Hubas, Cédric, Gaubert-Boussarie, Julie, D’Hondt, An-Sofie, Jesus, Bruno, Lamy, Dominique, Meleder, Vona, Prins, Antoine, Rosa, Philippe, Stock, Willem, Sabbe, Koen

“…The main difference observed was in how epipelic and epipsammic diatoms affected the chemistry of EPS, which had significant implications for the growth of bacteria specialized in utilizing EPS. These differences were likely linked to variations in the functioning of epipelic and epipsammic communities, specifically in how EPS was used either for motility or for cell attachment. …”
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Development and optimization of a neural network model using genetic algorithm to predict the performance of a packed bed reactor treating sulphate-rich wastewater by Manoj Kumar, Rohil Saraf, Shishir Kumar Behera, Raja Das, Mansi Aliveli, Arindam Sinharoy, Eldon R. Rene, Ravi Krishnaiah, Kannan Pakshirajan

“…The automation of sulphate-rich wastewater industry through GA identified solutions might be leveraged for efficient operation in terms of saving time and resources.…”
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Oncology Clinicians' Perspectives of a Remote Patient Monitoring Program: Multi-Modal Case Study Approach by Ann Marie Mazzella-Ebstein, Robert Daly, Jennie Huang, Camila Bernal, Clare Wilhelm, Katherine S Panageas, Jessie Holland, Rori Salvaggio, Jill Ackerman, Jennifer Cracchiolo, Gilad Kuperman, Jun Mao, Aaron Begue, Margaret Barton-Burke

“…Improvements to address RPM challenges include functional changes to enhance the program’s utility, such as input from patients about temporal changes in their symptoms and technical resources for home monitoring devices.…”
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Predictive Modeling of Long-Term Care Needs in Traumatic Brain Injury Patients Using Machine Learning by Tee-Tau Eric Nyam, Kuan-Chi Tu, Nai-Ching Chen, Che-Chuan Wang, Chung-Feng Liu, Ching-Lung Kuo, Jen-Chieh Liao

“…This model supports proactive planning for institutional or RCW resources, addressing a critical yet often overlooked aspect of TBI care.…”
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Promoting emotional & behavioral health for pediatric patients with Fontan circulation: integrating psychology into a dedicated multidisciplinary clinic by Nicholas P. Seivert, Nicholas P. Seivert, Kathryn M. Dodds, Kathryn M. Dodds, Abigail Demianczyk, David J. Goldberg, David J. Goldberg, Jack Rychik, Jack Rychik

“…Fully integrated care models that include including behavioral screening measures are optimal to address emotional/behavioral challenges in this population. Less resource intensive models could be implemented as pilot programs to establish feasibility and utility. …”
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A scoping review of the roles, challenges, and strategies for enhancing the performance of community health workers in the response against COVID-19 in low- and middle-income count... by Joseph Mumba Zulu, Adam Silumbwe, Margarate Munakampe, Malizgani Paul Chavula, Chama Mulubwa, Nathanael Sirili, Wanga Zulu, Charles Michelo, Moses Tetui

“…Although LMICs instituted several measures to mitigate spread of the virus in low resource settings, including task shifting certain demand and supply functions to community actors such as community health workers (CHWs), there remains a lack of synthesized evidence on these experiences and lessons. …”
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Prediction of teaching quality in the context of smart education: application of multimodal data fusion and complex network topology structure by Chunzhong Li, Chenglan Liu, Wenliang Ju, Yuanquan Zhong, Yonghui Li

“…Firstly, the article utilized a score management system and intelligent cameras to collect multimodal learning data; then, the original signal was decomposed into detail layers and approximation layers of different frequencies using wavelet transform, and high-frequency detail layers were processed for denoising through threshold functions; afterwards, in order to reduce the network size and parameters, attention mechanism was applied to screen the input features of the neural network; using students, teachers, and learning resources as network nodes, the connections between nodes were analyzed and a complex network topology structure was constructed; then, attention mechanism was used to fuse multimodal data, assigning different weights to each modality, integrating educational information, and highlighting key information in the prediction task. …”
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Tracking the Construction Land Expansion and Its Dynamics of Ho Chi Minh City Metropolitan Area in Vietnam by Yutian Liang, Jie Zhang, Wei Sun, Zijing Guo, Shangqian Li

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Abstract 079: Preliminary Outcomes of a Survivor‐Centric Digital Platform in Stroke Recovery by Nancey T. Tsai

“…This mixed methods study utilizes both focus group feedback, survey, and patient‐reported outcomes data along with digital engagement. …”
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Effects of intercropping with legume forage on the rhizosphere microbial community structure of tea plants by Yuhang Jiang, Yuhang Jiang, Yuhang Jiang, Xiaoqin Lin, Wenxiong Lin, Wenxiong Lin

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Creating a Superior <i>Wx</i> Allele with Temperature-Responsive Amylose Regulation and a Novel Transcriptional Pattern in Rice via CRISPR/Cas9-Mediated Promoter Editing by Jiali Yan, Jiawen Yu, Huimin Shen, Lihui Zhou, Zhuanzhuan Chen, Xiaolei Fan, Qianfeng Li, Changquan Zhang, Qing Liu, Lichun Huang, Qiaoquan Liu

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Artistic Documentary in the Context of Cultural Dialogue and the Expression of a New Nature of Historical Self-knowledge by S.R. Gevorgyan, V.S. Karapetyan, M.M. Ispiryan, A.V. Galstyan, A.G. Marianna, Ye.Zh. Mnatsakanyan, S.A. Margaryan

“…The study employs comparative and contrast methods to examine human-nature relationships, utilizing linguistic hermeneutics to analyze literary works and their original sources. …”
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Identification and comparative analysis of genes in response to cold stress between two mainly cultivated tetraploid cottons by QI Bowen, GUO Menglan, LU Hejun, MEI Huan, ZHAO Ting, FANG Lei

“…In order to further explore the genes related to cold tolerance in cotton, we utilized transcriptome sequencing of leaf tissues of TM-1 (Gossypium hirsutum) and Hai7124 (G. barbadense) under cold treatment (4 ℃) and the control treatment (28 ℃) at different stages to compare and analyze their differences in cold tolerance related gene’s functions, expression patterns, and metabolic pathways. …”
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How to Pick a Neuroprotective Drug in Stroke Without Losing Your Mind? by Joseph S. Tauskela, Nicolas Blondeau

“…Given the current limitations in resources, and the numerous strategies that have been proposed to take advantage of clinical and preclinical methodological improvements, we suggest that in vitro studies involving subjecting the most sensitive cells—neurons—to oxygen–glucose deprivation (OGD) can be used to resolve among the many possibilities. …”
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OPTIMIZATION OF TOPOLOGICAL STRUCTURES OF CENTRALIZED LOGISTICS NETWORKS IN THE PROCESS OF REENGINEERING by Vladimir Beskorovainyi, Antonii Sudik

“…The following methods are used: methods of systems theory, methods of utility theory, optimization and operations research. …”
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