Quantifying degradation in animal acoustic signals with the R package baRulho by Marcelo Araya‐Salas, Erin E. Grabarczyk, Marcos Quiroz‐Oliva, Adrián García‐Rodríguez, Alejandro Rico‐Guevara

“…Abstract Animal acoustic signals are shaped by selection to convey information based on their tempo, intensity, and frequency. …”
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CLSTM-MT (a Combination of 2-Conv CNN and BiLSTM Under the Mean Teacher Collaborative Learning Framework): Encryption Traffic Classification Based on CLSTM (a Combination of 2-Conv... by Xiaozong Qiu, Guohua Yan, Lihua Yin

“…The identification and classification of network traffic are crucial for maintaining network security, optimizing network management, and ensuring reliable service quality. These functions help prevent malicious activities, such as network attacks and illegal intrusions, while supporting the efficient allocation of network resources and enhancing user experience. …”
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A Review on Bioengineering the Bovine Mammary Gland: The Role of the Extracellular Matrix and Reconstruction Prospects by Fernando Chissico Júnior, Thamires Santos da Silva, Flávio Vieira Meirelles, Paulo Sérgio Monzani, Lucas Fornari Laurindo, Sandra Maria Barbalho, Maria Angélica Miglino

“…The success of recellularization depends on obtaining immunologically compatible scaffolds and using appropriate cell culture sources and methods to ensure tissue functionality. …”
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Approaches used to prevent and reduce the use of restrictive practices on adults with learning disabilities: a realist review by Joy Duxbury, Alina Haines-Delmont, John Baker, Peter Baker, Gary Bourlet, Elaine Craig, James Ridley, Rachel Whyte, Beth Morrison, Michaela Thomson, Anthony Tsang, Tella Lantta

“…The main literature searches were then conducted using six databases: Applied Social Sciences Index and Abstracts (ProQuest), Cumulative Index to Nursing and Allied Health Literature (EBSCO), MEDLINE (Ovid), PsycInfo (Ovid), EMBASE (Ovid) and Web of Science Core Collection (Emerging Sources Citation Index). The search covered evidence from 1 January 2001 up to 21 July 2021 and yielded 16,775 hits, which were then reduced to 14,383, after using EndNote X9’s (2013) inbuilt duplication detection function and manual de-duplication. …”
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CRISPR-Cas- and Aptamer-based Systems for Diagnosing Pathogens: A Review by Helin Yu, Wenwen Jing, Xunjia Cheng

“…Finally, we discuss Cas14-based tools as functionally stronger platforms for the detection of non-nucleic acid targets.…”
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Comparative analysis of microwave indices for freeze/thaw state monitoring and adaptive thresholding implications by Zhicheng Yang, Tianjie Zhao, Qingfeng Wang, Lihua Peng, Youhua Ran, Yu Bai, Jingyao Zheng, Panpan Yao, Zhiqing Peng, Jinbiao Zhu, Xiaokang Kou, Yuei-An Liou, Jiancheng Shi

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Botulinum Toxin for Bruxism: An Overview by Manuella Salm Coelho, Júlia Meller Dias de Oliveira, Helena Polmann, Patrícia Pauletto, Cristine Miron Stefani, Lara Catarine De Luca Maciel, Graziela De Luca Canto

“…Study selection was conducted in two phases by two independent authors. …”
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Transcriptome Analysis Reveals the Pivotal Genes and Regulation Pathways Under Cold Stress and Identifies <i>SbERF027</i>, an AP2/ERF Gene That Confers Cold Tolerance in Sorghum by Qijin Lou, Peifeng Wang, Miao Yu, Zhigan Xie, Chen Xu, Shengyu Chen, Hao Yu, Rui Zhang, Guangling Tian, Di Hao, Xianshi Ke, Shuai Yu, Jiajia Zhou, Yao Zhao, Chao Ye, Jiyuan Guo, Haiyan Zhang, Mo Chen, Xingbei Liu

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Features of Paradigm for forming anti-cataclysmic instruments for preventing aggressive interstate conflicts – artificial intelligence (AI) in terms of ensuring objective personnel... by B. M. Andrushkiv, L. S. Golovkova, N. B. Kyrych, O. B. Pohajdak, K. Hannouf

“…Based on the analysis of literary sources and existing experience, the causes of their occurrence have been determined, and ways and means of prevention have been proposed, including the use of artificial intelligence (AI). …”
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Preclinical approaches in regenerative medicine for treating end-stage renal disease: a scoping review by Andrea Vigezzi, Paola Brani, Daniela Dalla Gasperina, Lorenzo Azzi, Cristina Giaroni, Davide Inversini, Giuseppe Pettinato, Matthew Massaad, Giulio Carcano, Giuseppe Ietto, Andreina Baj

“…Screening and selection were conducted independently by four reviewers working in pairs selected with discrepancies resolved through consensus. …”
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Assessing the stability of indoor farming systems using data outlier detection by Jean Pompeo, Ziwen Yu, Chi Zhang, Songzi Wu, Ying Zhang, Celina Gomez, Melanie Correll

“…The residual analysis highlighted that outliers could be attributed to potential issues such as sensor noise, drift, or other sources of uncertainty in data collection. Across different trials, the system displayed varying degrees of resistance to cumulative Agr.Ops, with some trials showing increased resilience over time.DiscussionThe alternative decomposition method used effectively identified outliers and provided valuable insights into the functionality of the system under different operational loads. …”
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Modeling of Battery Storage of Photovoltaic Power Plants Using Machine Learning Methods by Rad Stanev, Tanyo Tanev, Venizelos Efthymiou, Chrysanthos Charalambous

“…The massive integration of variable renewable energy sources (RESs) poses the gradual necessity for new power system architectures with wide implementation of distributed battery energy storage systems (BESSs), which support power system stability, energy management, and control. …”
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Impact of dual sensory impairment on the risk of incident dementia: a protocol for a systematic review and meta-analysis by Adrian Fuente, Ahmed Amine Alaoui, Daniele Urso, Stefano Giannoni-Luza, Jeremy Ting, Samir Jabbour

“…We will include peer-reviewed longitudinal cohort studies reporting HRs. Screening and selection of articles will be performed independently by at least two reviewers using the Covidence systematic review manager. …”
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The efficacy of resiliency training programs: a systematic review and meta-analysis of randomized trials. by Aaron L Leppin, Pavithra R Bora, Jon C Tilburt, Michael R Gionfriddo, Claudia Zeballos-Palacios, Megan M Dulohery, Amit Sood, Patricia J Erwin, Juan Pablo Brito, Kasey R Boehmer, Victor M Montori

“…Resilient persons are able to adapt to life's challenges and maintain high quality of life and function. Finding effective strategies to bolster resilience in individuals and populations is of interest to many stakeholders.…”
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Anhedonia in Youth and the Role of Internet-Related Behavior: A Systematic Review by Giovanni Cangelosi, Federico Biondini, Marco Sguanci, Cuc Thi Thu Nguyen, Gaetano Ferrara, Orejeta Diamanti, Sara Morales Palomares, Stefano Mancin, Fabio Petrelli

“…Searches were performed in PubMed, Cochrane Library (Clinical Trials section), Scopus, Embase, PsycInfo, and grey literature sources like Google Scholar. A predefined search strategy using Boolean operators was employed, and two researchers independently selected papers, with a third researcher resolving any discrepancies. …”
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Benefits and Harms of Sodium-Glucose Co-Transporter 2 Inhibitors in Patients with Type 2 Diabetes: A Systematic Review and Meta-Analysis. by Heidi Storgaard, Lise L Gluud, Cathy Bennett, Magnus F Grøndahl, Mikkel B Christensen, Filip K Knop, Tina Vilsbøll

“…<h4>Design</h4>Systematic review and meta-analysis.<h4>Data sources and study selection</h4>We included double-blinded, randomised controlled trials (RCTs) evaluating SGLT2-i administered in the highest approved therapeutic doses (canagliflozin 300 mg/day, dapagliflozin 10 mg/day, and empagliflozin 25 mg/day) for ≥12 weeks. …”
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Insights into the effects of biomass feedstock and pyrolysis conditions on the energy storage capacity and durability of standard biochar-based phase-change composites by Dimberu G. Atinafu, Ji Yong Choi, Jihee Nam, Yujin Kang, Sumin Kim

“…Abstract Material selection and production conditions are imperative for determining the functional performances of composite materials. …”
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Application of deep learning for diagnosis of shoulder diseases in older adults: a narrative review by Sung Min Rhee

“…Shoulder diseases pose a significant health challenge for older adults, often causing pain, functional decline, and decreased independence. This narrative review explores how deep learning (DL) can address diagnostic challenges by automating tasks such as image segmentation, disease detection, and motion analysis. …”
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MGSurvE: A framework to optimize trap placement for genetic surveillance of mosquito populations. by Héctor M Sánchez C, David L Smith, John M Marshall

“…For these projects, monitoring will be required to detect unintended spread of gene drive mosquitoes beyond field sites, and the emergence of alternative alleles, such as drive-resistant alleles or non-functional effector genes, within intervention sites. …”
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Implementation of a wireless sensor network for irrigation management in drip irrigation systems by Mehmet Kamil Meriç

“…By providing real-time data and remote-control capabilities, the integrated system offers a tool for optimizing water usage and conserving water resources.…”
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