Prognostic predictions in psychosis: exploring the complementary role of machine learning models by Metten Somers, Hugo G Schnack, Rene S Kahn, Diane F van Rappard, Frank L Gerritse, Edwin van Dellen, Violet van Dee, Seyed M Kia, Caterina Fregosi, Wilma E Swildens, Anne Alkema, Albert Batalla, Coen van den Berg, Danko Coric, Lotte G Dijkstra, Arthur van den Doel, Livia S Dominicus, John Enterman, Marte Z van der Horst, Fedor van Houwelingen, Charlotte S Koch, Lisanne E M Koomen, Marjan Kromkamp, Michelle Lancee, Brian E Mouthaan, Eline J Regeer, Raymond W J Salet, Jorgen Straalman, Marjolein H T de Vette, Judith Voogt, Inge Winter-van Rossum, Wiepke Cahn

“…Integrating predictions from both sources may help reduce individual biases and improve accuracy. …”
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Software with artificial intelligence-derived algorithms for detecting and analysing lung nodules in CT scans: systematic review and economic evaluation by Julia Geppert, Peter Auguste, Asra Asgharzadeh, Hesam Ghiasvand, Mubarak Patel, Anna Brown, Surangi Jayakody, Emma Helm, Dan Todkill, Jason Madan, Chris Stinton, Daniel Gallacher, Sian Taylor-Phillips, Yen-Fu Chen

“…When using software with vessel suppression function only, reading time was similar with and without software (one study). …”
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Promoting data-driven decision-making in Jordan: strengthening national health information system and achieving consensus on core set of health system indicators by Fadi El-Jardali, Racha Fadlallah, Raeda Abu AlRub, Diana Jamal, Najla Daher

“…Abstract Background A well-functioning health information system (HIS) is foundational for strong health systems and the achievement of the Sustainable Development Goals. …”
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Genomic and transcriptomic insights into vertebrate host-specific Lactobacillus johnsonii adaptation in the gastrointestinal tract by Keerthikka Ravi, Nicole R. Falkowski, Gary B. Huffnagle

“…However, human isolates did not form a distinct clade. Functional enrichment analysis revealed significant enrichment of several genes, including surface proteins and accessory secretory pathway-related genes, as well as tyrosine decarboxylase genes in rodent isolates compared to avian isolates, including in mouse isolate MR1. …”
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Construction and Completion of the Knowledge Graph for Cow Estrus with the Association Rule Mining by Zhiwei Cheng, Luyu Ding, Cheng Peng, Helong Yu, Baozhu Yang, Ligen Yu, Qifeng Li

“…To uncover potential relationships within the graph, we applied and compared two association rule algorithms: FP-Growth and Apriori. We utilized Boolean functions derived from association rule learning to validate the ability of the rules to identify normal estrus. …”
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Stem cell therapy use in patients with dementia: a systematic review by Olivier Uwishema, Malak Ghezzawi, Magda Wojtara, Ignatius N Esene, Kehinde Obamiro

“…The application of SCT aims to restore cognitive functioning in people living with dementia. Beyond pre-clinical studies, several clinical trials have evaluated specific stem cell (SC) types for their efficacy in treating dementia. …”
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AKR1B10 as a novel prognostic biomarker linking methylation and immune escape in hepatocellular carcinoma by Muhammad Naveed Khan, Mao Binli, Hu Juan, Shi Mengjia, Wang Shunyao, Xiaosong Li

“…The diagnostic and prognostic significance of AKR1B10 in LIHC was assessed using data from ROC analysis and KM-plotter. Functional analyses were performed utilizing the GeneMANIA and STRING databases, along with gene-gene and PPI networks, GO terms, and KEGG pathway analyses. …”
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An Internet of Things Ecosystem for Atmospheric Water Generators by Francesco Gaggini, Rafael Natalio Fontana Crespo, Matteo Calo, Vincenzo Maria Gentile, Alberto Macii, Edoardo Patti

“…Weeenhance existing AWG machines with IoT functionalities, allowing for remote monitoring and control of a fleet of units. …”
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Digital Platforms for the Built Environment: A Systematic Review Across Sectors and Scales by Michele Berlato, Leonardo Binni, Dilan Durmus, Chiara Gatto, Letizia Giusti, Alessia Massari, Beatrice Maria Toldo, Stefano Cascone, Claudio Mirarchi

“…Unlike existing reviews focused on single technologies or sectors, this work offers a cross-sectoral synthesis, highlighting shared challenges and opportunities across disciplines and lifecycle stages. It identifies the functional roles, enabling technologies and systemic barriers affecting digital platform adoption, such as fragmented data sources, limited interoperability between systems and siloed organizational processes. …”
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EPHX2 overexpression deters the advancement of clear cell renal cell carcinoma via lipid metabolism reprogramming by Bo Guan, Cong Huang, Cong Huang, Cong Huang, Jun He, Jun He, Jun He, Weimin Shan, Di Cui, Xiaowei Li, Chaozhao Liang, Chaozhao Liang, Chaozhao Liang, Zongyao Hao, Zongyao Hao, Zongyao Hao

“…MethodsBulk transcriptome data, single-cell transcriptome data, and gene set data for ccRCC were sourced from the TCGA database and GEO database. An integrated machine learning approach was employed, utilizing the TCGA dataset as the training set and the MTAB dataset as the test set, to develop prognostic models. …”
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Microbial Community Distribution in Low Permeability Reservoirs and Their Positive Impact on Enhanced Oil Recovery by Jin Pang, Tongtong Wu, Xinan Yu, Chunxi Zhou, Jiaao Gao, Haotian Chen

“…This study addresses the unclear distribution patterns of microbial communities and the incomplete understanding of microbial enhanced oil recovery (MEOR) mechanisms in low permeability reservoirs. Utilizing high-throughput genomics and functional gene analysis techniques, combined with laboratory and field data, the study investigates the distribution and growth patterns of microbial communities in a low permeability reservoir, exemplified by the S169 block. …”
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Nutritional Value, Ethnopharmacology, Chemistry, and Biological Activities of Species of the Genus <i>Cnidoscolus</i>: An Updated Review by Joice Barbosa do Nascimento, José Jonas Ferreira Viturino, Maria Alice Macêdo Ribeiro, José Galberto Martins da Costa

“…Additionally, certain species like <i>C. aconitifolius</i> have shown potential for human consumption, with leaves being eaten raw or cooked, while <i>C. quercifolius</i> demonstrates nutritional value in its seeds, which can be utilized in the development of functional foods. However, further studies are needed to focus on the isolation and characterization of bioactive compounds found in these species, as well as deeper investigations into the molecular and cellular mechanisms underlying their biological activities and assessments of the safety of long-term consumption in both humans and animals. …”
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Carbon footprint of coffee production: the case study of Indian Robusta coffee by Sandra P. Iglesias, Paraskevi Karka, John A. Posada, Ralph E.F. Lindeboom, Machteld van den Broek, Girigan Gopi, Manju Mathew, TD John, Vipin Champatan, P.V. Aravind

“…Calculating the carbon footprint (CF) in coffee processing is crucial for identifying and mitigating key sources of greenhouse gas (GHG) emissions. Utilizing the Life Cycle Assessment (LCA) methodology, the current study quantifies the CF associated with Robusta dry coffee processing by collecting primary data through interviews with coffee producers and visits to coffee processing units, roasting, and grinding facilities in Wayanad, India. …”
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Technical stakeholders' perspective of solar photovoltaic system failure in Sub-Saharan Africa: The case of Ghana by Jacob Junior Owusu, Edmund C. Okoroigwe, Chigbo A. Mgbemene, Gabriel Takyi, Onyemaechi Valentine Ekechukwu

“…Alternative electricity-generation fossil-fuel sources are prohibitive. Solar energy photovoltaic systems have great potential in bridging the energy gap in electricity off-grid locations in sub-Saharan Africa and contribute to the region’s energy portfolio at utility and/or domestic levels. …”
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Understanding ecohydrology and biodiversity in aquatic nature-based solutions in urban streams and ponds through an integrative multi-tracer approach by M. M. Warter, D. Tetzlaff, D. Tetzlaff, D. Tetzlaff, C. Soulsby, C. Soulsby, C. Soulsby, T. Goldhammer, D. Gebler, K. Vierikko, M. T. Monaghan, M. T. Monaghan

“…Our findings emphasize the utility of integrated tracer approaches to explore the interface between ecology and hydrology and provide insights into the ecohydrologic functioning of aquaNBSs and their potential limitations. …”
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Mechanical and electrical properties of a polymer electrolyte based on zinc oxide for enhancement of Li-ion battery performance by Peng Zhang

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RANCANG BANGUN MINI LAB FLUIDA SEBAGAI OBJEK PENGAMBILAN DATA UNTUK KEPERLUAN PENELITIAN DI UNIVERSITAS MERCUBUANA KERANGGAN by Aji Gunawan

“…Kata kunci : Lab fluida, perpipaan, pengujian Abstract The fluid lab is functioned as a place for retrieving data in order to learn the process and leading research of fluid. …”
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MODFLOW Application for Exploitable Groundwater Resource Assessment of the Zhem Artesian Basin Aquifer Complex, Kazakhstan by Daniyar Serikovich Sapargaliyev, Yermek Zhamshitovich Murtazin, Vladimir Mirlas, Vladimir Alexandrovich Smolyar, Yaakov Anker

“…The hydrodynamic interactions between the 123 known aquifer segments and recharge zones of these promising, exploitable, high-quality groundwater sources are unclear. While MODFLOW is a nominal platform for groundwater flow assessment, which is usually used for the simulation of simple hydrological scenarios, in this study, integrating several different scales and functional modules over a GIS platform enabled delineation and the forecast of this multi-layer aquifer complex. …”
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Advances in Stem Cell Therapy for Huntington’s Disease: A Comprehensive Literature Review by Siddharth Shah, Hadeel M. Mansour, Brandon Lucke-Wold

“…Recent research indicates that NSCs have been the most often utilized stem cell type for treating HD. NSCs have been generated and extracted from a variety of sources, including HD patients’ somatic cells and the brain itself. …”
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Early economic evaluation of chelation therapy in kidney transplant recipients with high-normal lead. by Jiasi Hao, Behrooz Z Alizadeh, Maarten J Postma, Daan J Touw, Stephan J L Bakker, Lisa A de Jong

“…Transition probabilities were estimated using the data from TransplantLines Food and Nutrition Biobank and Cohort study. Costs and utilities were sourced from publications and public data. …”
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