Classification analysis of modern bioreactor systems (review). Part 1. Classification of bioreactors by design parameters by A. A. Dosaev, R. R. Safarov, N. V. Menshutina

“…Due to the active use of bioreactors, in order to optimize production processes and reduce operating costs, new highly efficient automated devices with a variety of functions are being developed using modern automation technologies, artificial intelligence and 3-D printing. …”
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Deepmol: an automated machine and deep learning framework for computational chemistry by João Correia, João Capela, Miguel Rocha

“…On 22 benchmark datasets, DeepMol obtained competitive pipelines compared with those requiring time-consuming feature engineering, model design and selection processes. As one of the first AutoML tools specifically developed for the computational chemistry domain, DeepMol stands out with its open-source code, in-depth tutorials, detailed documentation, and examples of real-world applications, all available at https://github.com/BioSystemsUM/DeepMol and https://deepmol.readthedocs.io/en/latest/ . …”
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Comparative Genomic and Transcriptomic Analysis Provides New Insights into the Aflatoxin B₁ Biodegradability by <i>Kocuria rosea</i> from Deep Sea by Jingying Wang, Jun Nan

“…In addition, this study revealed 1421 differentially expressed genes and 752 upregulated genes between the aflatoxin group and the control group through transcriptome analysis and conducted functional annotation and analysis of functional enrichment. …”
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Regenerative Cartilage Treatment for Focal Chondral Defects in the Knee: Focus on Marrow-Stimulating and Cell-Based Scaffold Approaches by Filippo Migliorini, Francesco Simeone, Tommaso Bardazzi, Michael Kurt Memminger, Gennaro Pipino, Raju Vaishya, Nicola Maffulli

“…Given the limited regenerative capacity of hyaline cartilage, biologically based surgical strategies have emerged to promote tissue repair and restore joint function. This narrative review critically examines current treatment approaches that rely on autologous cell sources and scaffold-supported regeneration. …”
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Re-use of Building Products in the Netherlands by Loriane Icibaci

“…Reuse of building products has seen limited regulatory changes and remained a vague procedure within the resource efficiency discourse in the Netherlands. …”
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Harnessing polydiacetylene (PDA): A review of structural mechanics and infectious disease detection by Soumendu Patra, Harshita Shand, Sayan Ghosal, Suvankar Ghorai

“…These biosensors can also be functionalized with particular capture agents, such as antibodies or nucleic acid probes, to selectively bind and detect the target analytes. …”
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The therapeutic validity and effectiveness of physiotherapeutic exercise following total hip arthroplasty for osteoarthritis: A systematic review. by Annet Wijnen, Sjoukje E Bouma, Gesine H Seeber, Lucas H V van der Woude, Sjoerd K Bulstra, Djordje Lazovic, Martin Stevens, Inge van den Akker-Scheek

“…Characteristics of the physiotherapeutic exercise interventions and results about joint and muscle function, functional performance and self-reported outcomes were extracted.…”
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“Text of Culture” as a Category of Cultural Philosophy: from Semiotic Theory to Research Practice by E. N. Shatova

“…The article is of a theoretical and methodological character.Methodology and sources. The methodological basis of the research is the traditions of Russian cultural semiotics and the Tartu-Moscow semiotic school. …”
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Melatonin in the regulation of human life and its role in development pathology by A. V. Shilova, N. I. Ananyeva, N. Yu. Safonova, L. V. Lukina

“…For a detailed analysis, 42 literature sources were selected for the melatonin role in the development of neurological and mental disorders. …”
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Single-Port Superluminescent-Diode Gain-Chip for Tunable Single-Wavelength and Dual-Wavelength Blue-Laser by Mahmoud N. Eliwa, Abdullah A. Alatawi, Jorge A. Holguin-Lerma, Omar Alkhazragi, Islam Ashry, Tien Khee Ng, Boon S. Ooi

“…Reconfigurable photonic technology combining multiple functionalities in a single gain-chip is a crucial light-based platform for enabling hybrid applications. …”
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Molecular cytological analysis of alien introgressions in common wheat lines created by crossing of <i>Triticum aestivum</i> with <i>T. dicoccoides</i> and <i>T. dicoccum</i> by О. A. Orlovskaya, I. N. Leonova, L. A. Solovey, N. I. Dubovets

“…Wild and domesticated emmer (ВВАА, 2n = 28) are of significant interest for expanding the genetic diversity of common wheat as sources of a high protein and microelement grain content, resistance to many biotic and abiotic factors. …”
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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

“…Most installed PV systems in sub-Saharan Africa have often not achieved their anticipated functionality and/or fail frequently. Take-up of PV systems consequently remains low, with long pay-back times. …”
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The impact of dyadic interventions on psycho-social outcomes for stroke patients and their caregivers: a systematic review and meta-analysis by Xinyue Xing, Liping Pu, Wanyue Hu, Yu Xiao, Hongling Xiao

“…AimsTo describe the details of dyadic interventions and summarize the current evidence on supporting dyadic interventions for psycho-social outcomes of stroke patients and their caregivers.DesignA systematic review and meta-analysis based on PRISMA guidelines.Data sourcesFive English databases (PubMed, Web of Science, CINAHL, Embase and Cochrane Library) were searched to identify eligible studies published from the inception to October 15, 2024.MethodsTwo reviewers independently screened the literature in accordance with the selection criteria. …”
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Stacked ensemble model for accurate crop yield prediction using machine learning techniques by Ramesh V, Kumaresan P

“…Historically, such predictions have utilized diverse data sources, including agricultural, land, climatic, atmospheric, and other pertinent information. …”
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Atrial Fibrillation: the Association with Physical Activity and the Effects of Cardiac Rehabilitation by M. G. Bubnova, D. M. Aronov

“…This is mainly due to the complexity of selection of physical rehabilitation program for patients with AF. …”
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Dietary Niche Variation in an Invasive Omnivore: The Effects of Habitat on Feral Pig Resource Use in Hawai‘i by Michael S. Peyton, Kealohanuiopuna M. Kinney, Sarah Knox, Grace Tredennick, Sara Hotchkiss

“…ABSTRACT Invasive omnivores may have profound impacts on ecological communities through diet selection, particularly when their functional roles differ from those in their native range. …”
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The State and Prospects of Using Digital HR Tools by Russian Companies by N. V. Lomonosova, E. A. Yakimova

“…A comparative analysis of modern automation systems for personnel selection is presented and an assessment of their technological functionality is carried out. …”
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Identification and Analysis of Phenolic Compounds in <i>Vaccinium uliginosum</i> L. and Its Lipid-Lowering Activity In Vitro by Ying Zhang, Wenjiang Dong, Manjun Zhao, Jiyue Zhang, Li Li, Yan Ma, Xianjun Meng, Yuehua Wang

“…(VU), rich in polyphenols, is an important wild berry resource primarily distributed in extremely cold regions. …”
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Partner-Inflicted Brain Injury: Intentional, Concurrent, and Repeated Traumatic and Hypoxic Neurologic Insults by Julianna M. Nemeth, Clarice Decker, Rachel Ramirez, Luke Montgomery, Alice Hinton, Sharefa Duhaney, Raya Smith, Allison Glasser, Abigail (Abby) Bowman, Emily Kulow, Amy Wermert

“…Our aims were to 1. characterize the lifetime co-occurrence of strangulation and intentional head trauma exposures from all abuse sources to the same survivor and within select physical episodes of IPV and 2. establish the lifetime prevalence of PIBI. (2) Methods: Survivors seeking DV services in the state of Ohio in the United States of America (U.S.) completed interview-administered surveys in 2019 (<i>n</i> = 47). …”
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THE FEATURES OF THE FACE SKIN CONSTRUCTION THAT INFLUENCE ON THE FORMATION OF CICATRICAL TISSUES DURING SUGICAL INTERVENTIONS by K.P. Lokes, D.S. Avetikov, S.O. Stavitsky, O.O. Rozkolupa, N.S. Lutsenko

“…Thus, the analysis of domestic and foreign literature sources indicates the relevance of the selected topics, the need for further studies on the biomechanical and histological substantiation of incisions, which are due to the peculiarities of the structure of the skin in the head and neck to create optimal conditions for reparative regeneration. …”
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