Comparing statistical learning methods for complex trait prediction from gene expression. by Noah Klimkowski Arango, Fabio Morgante

“…The methods considered differ in assumptions about the distribution of gene effects-ranging from models that assume that every gene affects the trait to more sparse models-and their ability to capture gene-gene interactions. We also used functional annotation (i.e., Gene Ontology (GO)) as a source of biological information to inform prediction models. …”
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EXPLORING AUTOMATED SUMMARIZATION: FROM EXTRACTION TO ABSTRACTION by Svetlana G. Sorokina

“…The study draws on a selection of scientific publications across various disciplines, testing the functionality and output quality of automated summarization tools such as Summate.it, WordTune, SciSummary, Scholarcy, and OpenAI ChatGPT-4. …”
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Investigation of the Impact of Light Colour on Surface Colour Perception: A Case Study on Red Surfaces by Havva Gül Sümer, Leyla Dokuzer Öztürk

“…These results offer valuable insights for the selection of suitable light sources not only for art exhibition spaces but also for other environments featuring colourful objects. …”
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The Value Semantics in “Intelligent Travel” Discourse by O. V. Ramantova

“…National Geographic was used as the main source of material. For the selection of travel texts, the continuously sampling method was used. …”
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Phytotherapy in Substance Abuse Management: An Evidence-based Mini Review by Asgar Nazir, Nasir Nazir Wani, Ajaz Ahmad Bhat, Farhaan Yaqoob

“…Silybum marianum and Piper methysticum: Improve liver function in alcohol-related disorders but need further study. …”
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Unified Weak Lensing Constraints on the Evolution of the Mass–X-Ray Luminosity Relation for Galaxy Clusters by I. Pederneiras, A. Finoguenov, E. Cypriano, J. Comparat, K. Kiiveri, L. van Waerbeke, R. Dupke

“…We also analyzed the impact of the selection function on calibration, finding that its full modeling is essential.…”
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Investigating the health systems of the word\'s armies and providing an appropriate model by Nader Markazi-Moghaddam, Sanaz Zargar Balaye Jame, Saeid Shahraki

“…Then, based on the collected information, a draft semi-structured interview was extracted within the framework of the functions and objectives of the proposed military health system. …”
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Cellular and molecular characterization of peripheral glia in the lung and other organs. by Shaina Hall, Shixuan Liu, Irene Liang, Shawn Schulz, Camille Ezran, Mingqian Tan, Christin S Kuo

“…In addition, our cross-species analysis identifying conserved gene expression patterns and glial networks in extrapulmonary organs provides a valuable resource for studying the functional role of peripheral glia in multiorgan human diseases.…”
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QELPS Algorithm: A Novel Dynamic Optimization Technology for Quantum Circuits Scheduling Engineering Problems by Zuoqiang Du, Xingjie Li, Hui Li

“…Meanwhile, FJOSA employs a cross-layer optimization strategy that combines heuristic algorithms with cost functions to improve gate scheduling at a global level. …”
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Insight on the Planning and Construction of Shanghai City Railway Network by MAO Chen, LIU Chunjie

“…In terms of specific line schemes, it is necessary to combine needs, strengthen system functions, optimize railway standards, select key hub anchoring points and external connection points to create integrated demonstration stations, and further improve the level of interconnection; it is necessary to integrate into urban development internally, and strengthen cross-regional connections externally for the further optimization of planning network forms. …”
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Assessing the validity and reliability of the persian version of Self-concept and Identity Measure in an Iranian population by Saba Tutunchian, Ali Reza Shafiee-Kandjani, Ayyoub Malek, Behzad Shalchi

“…This study examines the validity and reliability of the Persian version of the Self-Concept and Identity Measure, designed to assess healthy and disrupted identity functions. Methods. This study utilized a methodological design and focused on students at Tabriz University of Medical Sciences for the 2023-2024 academic year. …”
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Diversity and composition of sponge-associated microbiomes from Korean sponges revealed by full-length 16S rRNA analysis by Myoung-Sook Shin, Inho Yang, Weihong Wang, Hiyoung Kim

“…Our integrative, high-resolution approach not only uncovers remarkable taxonomic and functional diversity, but also provides a valuable genetic resource for future marine natural-product discovery and advances ecological restoration efforts.…”
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Genomics and integrative clinical data machine learning scoring model to ascertain likely Lynch syndrome patients by Ramadhani Chambuso, Takudzwa Nyasha Musarurwa, Alessandro Pietro Aldera, Armin Deffur, Hayli Geffen, Douglas Perkins, Raj Ramesar

“…Annovar, Intervar, Variant Effect Predictor (VEP), and OncoKB software tools were used to functionally annotate and interpret somatic variants detected. …”
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Responses of field-grown maize to different soil types, water regimes, and contrasting vapor pressure deficit by T. H. Nguyen, T. Gaiser, J. Vanderborght, A. Schnepf, F. Bauer, A. Klotzsche, L. Lärm, H. Hüging, F. Ewert, F. Ewert

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Enhanced propionate and butyrate metabolism in cecal microbiota contributes to cold-stress adaptation in sheep by Xindong Cheng, Yanping Liang, Kaixi Ji, Mengyu Feng, Xia Du, Dan Jiao, Xiukun Wu, Chongyue Zhong, Haitao Cong, Guo Yang

“…By contrast, Hulunbuir sheep exhibit changes in microbial diversity and function, leading to increased propionate and butyrate metabolism. …”
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One more way to address the seasonal water shortage of the largest freshwater lake in China? A nature-based solution through lake bathymetry restoration by Bing Li, Guishan Yang, Rongrong Wan, David P. Hamilton, Jing Yao

“…The simulations evaluated the hydrodynamic impacts of restoration, focusing on its implications for water resource management and ecological functions. New hydrological insights for the region: Results revealed significant impacts of bathymetry restoration, particularly during low-water-level periods. …”
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Analytical Approach to Circulating Current Mitigation in Hexagram Converter-Based Grid-Connected Photovoltaic Systems Using Multiwinding Coupled Inductors by Abdullrahman A. Al-Shamma’a, Abdullah M. Noman, Khaled E. Addoweesh, Ayman A. Alabduljabbar, A. I. Alolah

“…The hexagram multilevel converter (HMC) is composed of six conventional two-level voltage source converters (VSCs), where each VSC module is connected to a string of PV arrays. …”
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RETRACTED ARTICLE: Thermal cooling efficacy of a solar water pump using Oldroyd-B (aluminum alloy-titanium alloy/engine oil) hybrid nanofluid by applying new version for the model... by Faisal Shahzad, Wasim Jamshed, Mohamed R. Eid, Rabia Safdar, Siti Suzilliana Putri Mohamed Isa, Sayed M. El Din, Nor Ain Azeany Mohd Nasir, Amjad Iqbal

“…This evaluation is performed by measuring the thermal transmission proportion of the selected warmth transmission liquid in the PTSC, known as a hybrid nano-fluid. …”
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Research review of digital modeling technologies with 3D spatial visualization for pipelines by Xin LIU, Shengwen TU, Yanfang HOU, Dong LIN, Jie SHU, Yu TANG

“…These developments have resulted in more comprehensive functionalities for visualization systems and improved operational and maintenance efficiency. …”
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Modern Concepts of Clinical and Diagnostic Criteria for Premature Ovarian Failure (Literature Review) by M. D. Salimova, Ya. G. Nadelyaeva, I. N. Danusevich

“…An information search was carried out using Internet resources (PubMed, Web of Science, eLibrary.Ru), literary sources for the period 2015–2019 were analyzed. As a result of the analysis of the literature data, a step-by-step diagnosis of pathology was described, the main shortcomings of the main marker for assessing ovarian function – folliclestimulating hormone – were identified and listed. …”
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