The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches by Kenneth Wasmund, Caitlin Singleton, Morten Kam Dahl Dueholm, Michael Wagner, Per Halkjær Nielsen

“…This knowledge will contribute to a better understanding of how to efficiently manage and exploit WWTP microbiomes.…”
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Artificial neural network (ANN) approach in predicting the thermo-solutal transport rate from multiple heated chips within an enclosure filled with hybrid nanocoolant by Tawsif Mahmud, Jiaul Haque Saboj, Preetom Nag, Goutam Saha, Bijan K. Saha

“…This accuracy showcases a novel use of ANN to efficiently predict thermo-fluidic transport behaviors of hybrid nanofluids, offering a faster alternative to resource-intensive simulations. …”
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Monitoring and Analyzing Driver Physiological States Based on Automotive Electronic Identification and Multimodal Biometric Recognition Methods by Shengpei Zhou, Nanfeng Zhang, Qin Duan, Xiaosong Liu, Jinchao Xiao, Li Wang, Jingfeng Yang

“…The method aims to efficiently monitor the driver’s heart rate, breathing frequency, emotional state, and fatigue level, providing real-time feedback to intelligent driving systems to enhance driving safety. …”
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Fault diagnosis and inference of hoist main bearing based on transfer learning and ontology by Fei DONG, Di ZHANG, Kunpeng GE, Junjie CHEN, Xinyue XU

“…The experimental results show that the proposed fault diagnosis model can achieve the average fault diagnosis accuracies of 98.71% and 91.00% under the two datasets, respectively, which significantly outperforms comparative models; additionally, experiments in fault knowledge reasoning and application verification were carried out, and it further demonstrates that the proposed hoist fault knowledge reasoning method can efficiently perform fault cause reasoning analysis and localization.…”
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The Syringe Pump Gas Distribution (SPGD) system: a simple and low-cost method for simulating NH3/15NH3 deposition by Chunze Wu, Chunze Wu, Xing Wei, Xing Wei, Chenghang Zhang, Chenghang Zhang, Saima Khan, Saima Khan

“…Adopting this system, researchers can safely and efficiently simulate NH3 deposition or perform 15NH3 labeling, thereby advancing the understanding of physiological and ecological processes associated with plants and even forest ecosystems under gaseous deposition.…”
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Identification and validation of reference genes for qPCR of Pseudomonas aeruginosa L10 under varying n-hexadecane concentrations by Huan Wang, Xiaobing Wang, Juntao Chen, Yumiao Zhang, Junhua Liu, Fangliang Xia, Jian Li, Tao Wu, Longxiang Liu

“…Abstract Pseudomonas aeruginosa can efficiently degrades petroleum hydrocarbons, but its degradation rate is affected by hydrocarbon pollutant concentrations, which must be neither too high nor too low. …”
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Characterizing spatial epidemiology in a heterogeneous transmission landscape using the spatial transmission count statistic by Leke Lyu, Gabriella Veytsel, Guppy Stott, Spencer Fox, Cody Dailey, Lambodhar Damodaran, Kayo Fujimoto, Pamela Brown, Roger Sealy, Armand Brown, Magdy Alabady, Justin Bahl

“…Intensive and widespread efforts to collect and sequence SARS-CoV-2 viral samples have enabled the development of comparative genomic approaches to reconstruct spatial transmission history and understand viral transmission across different scales. Methods We proposed the spatial transmission count statistic that efficiently summarizes the geographic transmission patterns imprinted in viral phylogenies. …”
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Functional Analysis of <i>Penicillium expansum</i> Glucose Oxidase-Encoding Gene, <i>GOX2</i>, and Its Expression Responses to Multiple Environmental Factors by Yongcheng Yuan, Yutong Ru, Xiaohe Yuan, Shuqi Huang, Dan Yuan, Maorun Fu, Wenxiao Jiao

“…During the infection and colonization of host fruits, <i>P. expansum</i> can efficiently express glucose oxidase (GOX) and oxidize β-D-glucose to generate gluconic acid (GLA). …”
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Characterization and Therapeutic Potential of Three Depolymerases Against K54 Capsular-Type <i>Klebsiella pneumoniae</i> by Yanjun Lu, Chengju Fang, Li Xiang, Ming Yin, Lvxin Qian, Yi Yan, Luhua Zhang, Ying Li

“…These depolymerases could efficiently digest the CPS of <i>K. pneumoniae</i> K54-serotype strains, significantly inhibit biofilm formation, and remove their mature biofilms. …”
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Administrative databases as a tool for identifying healthcare demand and costs in an over-one million population by Fabiana Madotto, Michele A Riva, Carla Fornari, Luciana Scalone, Roberta Ciampichini, Chiara Bonazzi, Lorenzo G Mantovani, Giancarlo Cesana

“…These costs need an appropriate identification of healthcare demand, that could be efficiently monitored through the use of administrative databases.…”
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Carbon and water footprints within an environmental laboratory: Water, energy, and packaging management strategies by María F. Manobanda-Lisintuña, Cristina A. Villamar-Ayala

“…Environmental laboratories can be spaces where water, energy, and resources can be used more efficiently. The objective of this study is to evaluate the carbon and water footprints present in an environmental laboratory based on water, energy, and resource (packaging) management. …”
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Characterization of Elovl2/5 in abalone Haliotis discus hannai Ino by Mingli Shao, Wei Chen, Lina Zhu, Shikai Liu, Óscar Monroig, Juan Carlos Navarro, Chunnuan Zhao, Junsong YangLi, Mingzhu Li, Xiaotong Wang

“…Heterologous expression in yeast showed that abalone Elovl could efficiently catalyze the extension of C18:3n-3, C18:3n-6 and C18:4n-3, moderately elongate C18:2n-6, C20:4n-6 and C20:5n-3 to corresponding products. …”
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AI-based carbon peak prediction and energy transition optimization for thermal power industry in energy-intensive regions of China by Chenhao Huang, Zhongyang Lin, Jian Wu, Penghan Li, Chaofeng Zhang, Yanzhao Liu, Weirong Chen, Xin Xu, Jinsong Deng

“…Leveraging multi-source data-driven AI models, this study efficiently provided reliable quantitative support for measuring policies with various priorities, emphasizing the necessity of implementing balanced energy transition strategies. …”
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High performance of a novel point-of-care blood test for Toxoplasma infection in women from diverse regions of Morocco by Bouchra El Mansouri, Fatima Amarir, François Peyron, El Bachir Adlaoui, Raphaël Piarroux, Joseph Lykins, Majda El Abbassi, Nesma Nekkal, Nadia Bouhlal, Kamar Makkaoui, Amina Barkat, Aziza Lyaghfouri, Ying Zhou, Samira Rais, Mounia Oudghiri, Ismail Elkoraichi, Mustapha Zekri, Nezha Belkadi, Hajar Mellouk, Mohamed Rhajaoui, Allal Boutajangout, Abderrahim Sadak, Denis Limonne, Rima McLeod, Kamal El Bissati

“…The high performance of POC test confirms that it can reduce the need for venipuncture and clinical infrastructure in a low-resource setting. It can be used to efficiently perform seroprevalence determinations in large group settings across a range of demographics, and potentially expands healthcare access, thereby preventing human suffering.…”
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Care Coordination for Mosunetuzumab Therapy in Patients With Follicular Lymphoma in Community Practices: Learnings From the MorningSun Study Investigators by Tara Graff, Ian Flinn, Jeff P. Sharman, Steven Liu, Bertrand M. Anz, Mitul Gandhi, Ayed Ayed, Richard Zuniga, Abdul Hai Mansoor, Lourenia M. Cassoli, Mei Wu, Prachi Jani, Juliana M. L. Biondo, Tony Lin, John M. Burke

“…Each community practice had different workflow and logistics based on their setting and infrastructure. …”
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Identification of a novel lineage bat SARS-related coronaviruses that use bat ACE2 receptor by Hua Guo, Ben Hu, Hao-Rui Si, Yan Zhu, Wei Zhang, Bei Li, Ang Li, Rong Geng, Hao-Feng Lin, Xing-Lou Yang, Peng Zhou, Zheng-Li Shi

“…In addition, we showed that none of the known viruses in bat SARSr-CoV-2 lineage discovered uses human ACE2 as efficiently as the pangolin-derived SARSr-CoV-2 or some viruses in the SARSr-CoV-1 lineage. …”
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Integrating Random Forest With Boundary Enhancement for Mapping Crop Planting Structure at the Parcel Level From Remote Sensing Images by Junyang Xie, Yan Li, Hao Wu, Ziwei Wu, Ruina Zhao, Anqi Lin, Marcos Adami, Guoqiang Li, Jian Zhang

“…Accurately and efficiently obtaining crop planting structure information is critical for precision agriculture. …”
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The sleep quality and influencing factors among midwives in China: a cross-sectional study by Dongning He, Dongning He, Jinling Zhang, Jinling Zhang, Mingxin Zhu, Mingxin Zhu, Yangxue Meng, Yangxue Meng, Na Li, Na Li, Guoyu Wang, Guoyu Wang, Biru Luo, Biru Luo

“…Obstetric managers should allocate clinical staff and resources efficiently. This can be achieved by adjusting shift rotations, reducing overtime, and implementing other measures to create an environment that supports better sleep quality among midwives, enhancing their work performance and ensuring maternal and neonatal safety.…”
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Exploring decision-makers’ challenges and strategies when selecting multiple systematic reviews: insights for AI decision support tools in healthcare by Beverley Shea, Andrea C Tricco, Clare Ardern, Dawid Pieper, Ba Pham, Salmaan Kanji, Yuan Chi, Sera Whitelaw, Carole Lunny, Areti-Angeliki Veroniki, Nicola Ferri, Jia He (Janet) Zhang, Jasmeen Dourka, Emma K Reid, Ebrahim Bagheri

“…Most respondents (87.0%) were interested in an AI tool to help appraise and compare SRs.Conclusions Given the identified barriers of using SR evidence, an AI tool to facilitate comparison of the relevance of SRs, the search and methodological quality, could help users efficiently choose among SRs and make healthcare decisions.…”
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Cefiderocol in Combating Carbapenem-Resistant <i>Acinetobacter baumannii</i>: Action and Resistance by Bahman Yousefi, Setayesh Kashanipoor, Payman Mazaheri, Farnaz Alibabaei, Ali Babaeizad, Shima Asli, Sina Mohammadi, Amir Hosein Gorgin, Tahereh Alipour, Valentyn Oksenych, Majid Eslami

“…Due to its unique structure, cefiderocol can more efficiently target and destroy resistant bacteria by using iron transport systems. …”
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