Carbon‐Based Textile‐Structured Triboelectric Nanogenerators for Smart Wearables by Abdullah Sayam, Md. Mahfuzur Rahman, Abu Sadat Muhammad Sayem, A. T. M. Faiz Ahmed, Shah Alimuzzaman

“…However, one of the challenges is low electric power output, which can be addressed by meticulous selection of material pairs with significant differences in work function and optimizing contact areas. …”
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Ensemble machine learning-based pre-trained annotation approach for scRNA-seq data using gradient boosting with genetic optimizer by Osama Elnahas, Waleed M. Ead, Yushan Qiu, Jian Lu

“…The problem of single-cell RNA annotation involves assigning meaningful labels or annotations to each cell in the scRNA-seq dataset, indicating its corresponding cell type, state, or biological function. Current annotation methods are often challenged by limited source data quality, sensitivity to batch effects, and poor adaptability to uncharacterized cell types. …”
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The importance of quantitative EGG for patients in a vegetative state in benzodiazepine test interpretation by L. N. Nerobkova, Yu. B. Filatova, A. L. Pylev, O. Yu. Kats

“…Using the multiparameter method of EEG analysis with a complex study of coherent interband links with topographic mapping and localization of equivalent dipole sources of individual EEG components, characteristic signs of changes in intercentral neuronal connections at different stages of a vegetative state were obtained, features of structural and functional interrelations for patients in a vegetative state in benzodiazepine test interpretation of which identification can represent and interest for the output prediction and selection of adequate therapy.…”
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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

“…As a result of the presented problem, many scientists and specialists in the scientific field and in production face difficulties in choosing the optimal equipment for performing research and production processes, since large amounts of dispersed data significantly complicate the selection process and require large time and financial resources to search and analyze the necessary information. …”
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Seq2scFv: a toolkit for the comprehensive analysis of display libraries from long-read sequencing platforms by Marianne Bachmann Salvy, Luca Santuari, Emanuel Schmid-Siegert, Nikolaos Lykoskoufis, Ioannis Xenarios, Bulak Arpat

“…To address this methodological gap, we introduce Seq2scFv, a novel open-source toolkit designed for analyzing in vitro display libraries from long-read sequencing platforms. …”
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Health education interventions for individuals with visual or hearing impairment: a scoping review by Sohyun Jin, Geumbo Ko, Youngshin Song

“…Abstract Background Visual impairment refers to a deficiency in one or more functions of the visual system, while hearing impairment refers to a loss of auditory function, defined either by its impact on communication and daily activities or by clinical thresholds of hearing ability. …”
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Subjective and objective vestibular changes that occur following paediatric cochlear implantation: systematic review and meta-analysis by Michael Yong, Emily Young, Jane Lea, Hannah Foggin, Erica Zaia, Frederick K. Kozak, Brian D. Westerberg

“…Grey literature and unpublished sources were also reviewed. Study selection Articles published from 1980 until the present which documented pre-operative and post-operative vestibular testing on children under the age of 18 were used. …”
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Attitude of patients and doctors of government health care system to the basic principles of medical ethics by E. P. Pukhova, O. Yu. Kutumova, D. O. Trufanov

“…The classical principles of bioethics preserve functionality and form the necessary attitude of doctors and patients to the ethical foundations of the doctor’s professional activities. …”
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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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Rewiring the seizing brain: stem cell grafts as neuromodulatory architects in epilepsy therapy by Zijie Wang, Yanan Ma, Xiqi Hu, Ying Xia

“…Additionally, monitoring post-transplant cell survival and functionality, along with identifying epilepsy-specific biomarkers, will be crucial to refining the precision and safety of stem cell-based therapies.…”
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A probabilistic approach for building disease phenotypes across electronic health records by David Vidmar, Jessica De Freitas, Will Thompson, John M. Pfeifer, Brandon K. Fornwalt, Noah Zimmerman, Riccardo Miotto, Ruijun Chen

“…In this paper, we develop multiple heuristic “labeling functions’’ (LFs) for 4 diseases across de-identified EHR data and aggregate their votes through a majority vote approach (MV), a popular open-source approach (Snorkel OSS), and our proposed probabilistic approach (LEVI). …”
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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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Distinct oligomeric assemblies of STING induced by non-nucleotide agonists by Anant Gharpure, Ariana Sulpizio, Johannes R. Loeffler, Monica L. Fernández-Quintero, Andy S. Tran, Luke L. Lairson, Andrew B. Ward

“…Abstract STING plays essential roles coordinating innate immune responses to processes that range from pathogenic infection to genomic instability. Its adaptor function is activated by cyclic dinucleotide (CDN) secondary messengers originating from self (2’3’-cGAMP) or bacterial sources (3’3’-CDNs). …”
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Algorithmic Support of Adaptive Automatic Control Systems with Data Compression by V. V. Alekseev, E. M. Antonyuk, I. E. Varshavskiy

“…The exponential growth of measurement information caused by ongoing complication of technical and production facilities necessitates the development of improved or brand new information and measurement systems, including those performing adaptive automatic control functions. Automatic criteria-based selection and reduction of measurement information continuously supplied by multi-parameter sources characterizing the objects under study require algorithms ensuring reconfiguration of automatic control systems during operation. …”
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Przyswajanie zawczasu niezbędnych umiejętności, czyli o funkcji socjalizacyjno-przygotowawczej dawnych zabawek dziecięcych by Dorota Żołądź-Strzelczyk, Katarzyna Kabacińska-Łuczak

“…Based on the interpretations resting on selected source materials, it can be concluded that the socialization function of the toy was, albeit indirectly, known to many philosophers and pedagogues. …”
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PROSPECTS OF INNOVATIVE ACTIVITY IN THE INDUSTRY FOR THE PERIOD TILL 2020 by M. Motova

“…The models used in the methodology are adaptive, i.e. capable to react actively on the dynamic changes in the content of the current forecasting data and herewith taking into account the forecasting results provided in the previous stage.In the article as a result of the calculations the author has given rates of the different types of the economic performance as a function of the efficiency and innovation activities. …”
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Exact SER Analysis of Partial-CSI-Based SWIPT OAF Relaying over Rayleigh Fading Channels and Insights from a Generalized Non-SWIPT OAF Approximation by Kyunbyoung Ko, Seokil Song

“…We derive exact and asymptotic symbol error rate (SER) expressions using moment-generating function (MGF) methods, providing analytical insights into how the power splitting ratio <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi>ρ</mi></semantics></math></inline-formula> and the quality of source–relay (SR) and relay–destination (RD) links jointly affect system behavior. …”
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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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Stability Analysis and Mitigation of Thermo-Hydraulic Oscillations in Multi-Supplier District Heating Systems by Pascal Friedrich, Kirill Kuroptev, Thanh Huynh, Stefan Niessen

“…In fourth-generation district heating systems (DHSs), the supply temperature of modern heat sources such as heat pumps and waste heat can potentially be reduced by mixing in hot water from combustion-based producers, thereby increasing efficiency and facilitating integration into networks with unrenovated buildings. …”
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Influence of nutritional status on rehabilitation efficacy of patients after stroke—a scoping review by Huan Chen, Caihong Fu, Weihao Fang, Zhenyao Wang, Dawei Zhang, Hu Zhang

“…Following a rigorous screening process, 13 studies were selected for detailed analysis. All selected studies were randomized controlled clinical trials. …”
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