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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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

“…Abstract Deep learning is one of the most popular machine learning methods, and has been used in many applications. However, conventional deep learning is a fully deterministic model that has difficulty reducing data uncertainty while shedding no light on model transparency. …”
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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

“…DeepMol rapidly and automatically identifies the most effective data representation, pre-processing methods and model configurations for a specific molecular property/activity prediction problem. …”
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Mapping and interpretability of aftershock hazards using hybrid machine learning algorithms by Bo Liu, Haijia Wen, Mingrui Di, Junhao Huang, Mingyong Liao, Jingyuan Yu, Yutao Xiang

“…This research provides new tools and methods for enhancing aftershock warning and response.…”
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Enzymatic Hydrolysis of Pretreated Miscanthus Biomass by Olga B. Kalashnikova, Ekaterina A. Budenkova, Elena V. Ulrikh, Evgeny G. Chupakhin, Olga V. Kriger, Yakov A. Masiutin, Maria A. Smaga, Yulia S. Basova

“…The article introduces the optimal enzymatic hydrolysis parameters for pretreating Miscanthus sinensis Strictus biomass as a source of carbohydrate-containing substrates and describes their subsequent use for bacterial cellulose biosynthesis. …”
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A Low-Cost Arduino-Based I–V Curve Tracer with Automated Load Switching for PV Panel Characterization by Pedro Leineker Ochoski Machado, Luis V. Gulineli Fachini, Erich T. Tiuman, Tathiana M. Barchi, Sergio L. Stevan, Hugo V. Siqueira, Romeu M. Szmoski, Thiago Antonini Alves

“…Accurate photovoltaic (PV) panel characterization is critical for optimizing renewable energy systems, but it is often hindered by the high cost of commercial tracers or the slow, error-prone nature of manual methods. …”
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Visualization of coronary artery calcification and its impact on percutaneous coronary intervention procedure (a literature review) by V. O. Hubka, Yu. M. Vailo, A. M. Materukhin, A. L. Makarenkov

“…CA lesion preparation before stent implantation involves using specialized angiographic balloons or atherectomy devices. Applying these methods of calcium modification contributes to the compliance of the calcified plaque causing fractures beyond or within the stent, ensures optimal final stent expansion and reduces the risks of possible long-term consequences. …”
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First Report on the Artificial Cultivation Techniques of <i>Buchwaldoboletus xylophilus</i> (Boletales, Boletaceae, <i>Buchwaldoboletus</i>) in Southwest China by Tianwei Yang, Hongjun Mu, Liming Dai, Jing Liu, Xinjing Xu, Feng Gao, Yiwei Fang, Sipeng Jian, Mingxia He, Chunxia Zhang

“…The results show that the optimal carbon source, nitrogen source, and inorganic salt for the mycelium growth of <i>B. xylophilus</i> were maltose, ammonium tartrate, and magnesium sulfate, respectively. …”
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Applications of machine learning in gravitational-wave research with current interferometric detectors by Elena Cuoco, Marco Cavaglià, Ik Siong Heng, David Keitel, Christopher Messenger

“…In data analysis, machine learning has already been applied as an alternative to traditional methods for signal detection, source localization, noise reduction, and parameter estimation. …”
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Validation of a DIVA qPCR Duplex Assay to Differentiate Primun Salmonella T Vaccine from <i>Salmonella enterica</i> subsp. <i>enterica</i> Serovar Typhimurium Wild Strains by Antonio Martínez-Murcia, Aaron Navarro, Adrián García-Sirera, Paloma Romero, Caridad Miró-Pina, Jesús María Rubio, Ante Blazevic

“…Analytical specificity and sensitivity, as well as diagnostic specificity and sensitivity, were evaluated with optimal results. This qPCR assay significantly reduces the time required to obtain a diagnostic result compared to reference methods based on antibiogram differentiation. …”
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Diversity of Bioactive Compounds in Microalgae: Key Classes and Functional Applications by Maslin Osathanunkul, Suebsuya Thanaporn, Lefkothea Karapetsi, Georgia Maria Nteve, Emmanouil Pratsinakis, Eleni Stefanidou, Giorgos Lagiotis, Eleni Avramidou, Lydia Zorxzobokou, Georgia Tsintzou, Artemis Athanasiou, Sofia Mpelai, Constantinos Constandinidis, Panagiota Pantiora, Marián Merino, José Luis Mullor, Luka Dobrovic, Leonardo Cerasino, Tomohisa Ogawa, Meropi Tsaousi, Alexandre M. C. Rodrigues, Helena Cardoso, Rita Pires, Daniel Figueiredo, Inês F. Costa, Catarina Anjos, Nikolaos E. Labrou, Panagiotis Madesis

“…Microalgae offer a sustainable and versatile source of bioactive compounds. Their rapid growth, efficient CO₂ utilization, and adaptability make them a promising alternative to traditional production methods. …”
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Odontogenic Maxillary Sinusitis: Etiological Pathways and Clinical Implications – A Contemporary Review by Maria Potrykus, Wiktoria Musyt, Wiktoria Pietruszka, Przemysław Klasicki

“…Coordinated collaboration between dental and otorhinolaryngological specialists plays a key role in optimizing treatment outcomes and reducing the risk of complications. …”
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