Influence of preanalytical variables on the quality of cell-free DNA. Biobanking of cell-free DNA material by V. A. Kondratskaya, M. S. Pokrovskaya, Yu. V. Doludin, A. L. Borisova, A. S. Limonova, А. N. Meshkov, O. M. Drapkina

“…The review article reflects the following information about the biomaterial: source of cfDNA, methods of cfDNA isolation, storage and use for the diagnosis of certain diseases. …”
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Roles of Foliar Fertilization on Growth, Yield and Quality of Tomato (Solanum lycopersicum L.) Cultivars (Review) by Daniel Munda, Fanuel Laekemariam, Yitbarek Abrham

“…Tomato (Solanum lycopersicum L.) is one of the most important vegetable crops, and it is a source of daily diet and cash crop in Ethiopia. However, its production is affected by nutrient application methods of which foliar fertilization is a popular method. …”
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Rabbit Dietary Supplementation with Echinacea purpurea L.: The Quality Profile of Rabbit Meat by Voroshilin Roman A., Kurbanova Marina G., Rassolov Sergey N., Ulrikh Elena V.

“…Rabbit meat is an excellent source of dietetic food. High-quality and safe meat production is a priority of the scientific and technological development of the Russian Federation. …”
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Roles of Foliar Fertilization on Growth, Yield and Quality of Tomato (Solanum lycopersicum L.) Cultivars (Review) by Daniel Munda, Fanuel Laekemariam, Yitbarek Abrham

“…Tomato (Solanum lycopersicum L.) is one of the most important vegetable crops, and it is a source of daily diet and cash crop in Ethiopia. However, its production is affected by nutrient application methods of which foliar fertilization is a popular method. …”
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Fiber optic gyroscope with output signal noise reduction system: effect of system parameters on noise reduction by Spiridonov, Dmitriy Mikhailovich, Vadivasova, Tatjana Evgenevna, Obukhovich, Dmitry Vyacheslav

“…Methods. The paper analyzes the circuit of a fiber-optic gyroscope with an output signal noise reduction system based on subtracting the signal of the reference measuring channel containing the intensity noise of the optical radiation source from the signal of the main measuring channel containing the useful information signal and the noise component. …”
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Mononuclear cell therapy of neonatal hypoxic‐ischemic encephalopathy in preclinical versus clinical studies: A systematic analysis of therapeutic efficacy and study design by Alexander M. Scrutton, Francesca Ollis, Johannes Boltze

“…Cell‐based treatments using mononuclear cells (MNCs), which can be sourced from umbilical cord blood, are currently being investigated. …”
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Mycelial Biomass Enzymes of Cordyceps militaris and Lentinula edodes in Baking Technology by Svetlana I. Koneva, Elena Yu. Egorova

“…Further research is needed to define the optimal dose and processing modes.…”
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A novel adversarial deep TSK fuzzy classifier with its inverse-free fast training by Limin Mao, Hangming Shi, Yongxin Chou, Jinliang Cong, Mingli Lu, Zekang Bian, Suhang Gu

“…In particular, by sharing the merits of the Schur complement and Sherman–Morrison formula, the consequent parameters of all fuzzy rules in each ATSK can be determined without the matrix inversion operation, and the corresponding optimal number of fuzzy rules can be optimized based on the previous consequent parameters of all fuzzy rules. …”
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Multi-view mixture-of-experts for predicting molecular properties using SMILES, SELFIES, and graph-based representations by Eduardo Soares, Victor Yukio Shirasuna, Emilio Vital Brazil, Indra Priyadarsini, Seiji Takeda

“…This adaptability highlights the importance of representation choice in optimizing model performance. Source code for MoL-MoE is available at https://github.com/IBM/materials/tree/main/models/mol_moe .…”
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An adaptive filter for anemia screening using deep convolutional neural network by Jose B. Lazaro, Jr., Jennifer C. Dela Cruz, Jocelyn F. Villaverde

“…Early and efficient detection is crucial for timely intervention, yet conventional diagnostic methods often require laboratory access, limiting widespread screening capabilities, especially in resource-limited settings. …”
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Evaluating model generalization for cow detection in free-stall barn settings: Insights from the COw LOcalization (COLO) dataset by Mautushi Das, Gonzalo Ferreira, C.P. James Chen

“…Future work should focus on adaptive methods and advanced data augmentation to improve generalization and robustness. …”
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Force Analysis of Material Movement in a Horizontal Mixer of a Hydrolytic Chamber: a Case Study of Soybean Meal Processing by M. G. Zagoruiko, M. E. Belyshkina, I. A. Bashmakov, A. M. Maradudin

“…(Materials and methods) The analysis focuses on the system of forces acting on a material particle resting on the helical surface of a horizontal screw and pressed against the inner wall of the casing. …”
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PHARMACODYNAMICS OF ORAL ANTICOAGULANTS IN PATIENTS WITH ATRIAL FIBRILLATION IN THE ACUTE PERIOD OF ISCHEMIC STROKE by V. I. Petrov, A. S. Gerasimenko, V. S. Gorbatenko, O. V. Shatalova

“…In this situation, a number of questions take rise: if it is possible to carry out thrombolytic therapy in the patients who have been taking anticoagulants; if it is worth resuming anticoagulant therapy after a stroke; when exactly this should be done; and what drugs should be used to prevent another stroke.The aim of this review was to summarize the available clinical guidelines and research results on the study of the anticoagu- lant therapy characteristics in patients with atrial fibrillation after an ischemic stroke.Materials and methods. For this review, the information presented in the scientific literature from open and available sourc- es, has been used. …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…Benchmarking on diverse datasets demonstrated its ability to deliver optimized pipelines and superior performance across various molecular machine-learning tasks.…”
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Effect of dietary lecithin on antioxidant defense of rainbow trout, Oncorhynchus mykiss broodstock and offspring by Fatemeh Jafari, Naser Agh, Farzaneh Noori, Abdoljabbar Irani, Reyhaneh Ravanbakhsh, Mahdi Imani

“…Materials and methods: For this purpose, fish were fed four isoproteic and isolipidic diets containing graded levels of soybean lecithin (SBL) as a source of phospholipid (including 0, 2, 4 and 6%) for 190 days. …”
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A systematic review and meta-analysis of the impact of stretching techniques on balance performance by Weishuai Guo, Youngsuk Kim, Chaojie Wu, Sukwon Kim

“…Meta-regression identified stretching duration as a significant source of heterogeneity, with durations between 20 and 200 s associated with better balance outcomes. …”
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Research and Construction of Knowledge Map of Golden Pomfret Based on LA-CANER Model by Xiaohong Peng, Hongbin Jiang, Jing Chen, Mingxin Liu, Xiao Chen

“…To address the issues of fragmented species information, low knowledge extraction efficiency, and insufficient utilization in the aquaculture domain, the main objective of this study is to construct the first knowledge graph for the Golden Pomfret aquaculture field and optimize the named entity recognition (NER) methods used in the construction process. …”
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Fault analysis of chemical equipment based on an improved hybrid model. by Wu Huiyong, Kuan Jiang, Wang Yanyu

“…However, traditional fault detection techniques often exhibit limitations when applied to the complex operational conditions, varying environmental factors, and multimodal data encountered in chemical equipment. These conventional methods typically rely on a single signal source or shallow feature extraction, which makes it difficult to effectively capture the deep, implicit information within the equipment's operating state. …”
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Predicting Coronavirus Pandemic in Real-Time Using Machine Learning and Big Data Streaming System by Xiongwei Zhang, Hager Saleh, Eman M. G. Younis, Radhya Sahal, Abdelmgeid A. Ali

“…Sentiment analysis is a text analysis method that has gained further significance due to social networks’ emergence. …”
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An Experimental Study on Microalgae Oil Extraction Through Ultrasound-assisted Algasonic Machine by Widyastuti Endrika, Dewi Ratih, Putriajati Dela Ayu, Danny Ariella Melody, Prasetyo Joko

“…However, efficient, eco-friendly methods are needed to extract oil from microalgae. …”
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