On Explainability of Reinforcement Learning-Based Machine Learning Agents Trained with Proximal Policy Optimization That Utilizes Visual Sensor Data by Tomasz Hachaj, Marcin Piekarczyk

“…This estimation makes it possible to determine whether the network makes decisions as expected (decision-making is related to the model’s observation of objects belonging to different semantic classes in the environment) and to detect unexpected, seemingly chaotic behavior that might be, for example, the result of data bias, bad design of the reward function or insufficient generalization abilities of the model. …”
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Postpartum Methicillin-Resistant Staphylococcus aureus Toxic Shock Syndrome Caused by a Perineal Infection by Yoko Deguchi, Yuko Horiuchi, Kensaku Shojima, Naoyuki Iwahashi, Miwa Ikejima, Kazuhiko Ino, Kenichi Furukawa

“…Furthermore, since MRSA was not detected in the nasal and vaginal cavity during pregnancy, it suggests that vaginal colonization can also occur postpartum and be the disease source in mothers. …”
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EVL Promotes Osteo-/Odontogenic Differentiation of Dental Pulp Stem Cells via Activating JNK Signaling Pathway by Kangrui Zeng, Qiongyi Kang, Yutong Li, Weiping Li, Qing Cheng, Wenwei Xia

“…Human dental pulp stem cells (hDPSCs) were recognized as a suitable and promising source of stem cells in dental pulp regeneration. …”
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Feasibility of Proton Range Estimation with Prompt Gamma Imaging in Proton Therapy of Lung Cancer: Monte Carlo Study by Elham Rohollahpour, Hadi Taleshi Ahangari

“…Subjects and Methods: The proton pencil beam source was defined as a function of the tumor size to encompass the tumor volume. …”
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The Influence of Working in Stone Crushing Factories on Specific Respiratory Parameters by Belal Rahhal, Raya Sinnokrot, Omar Abuzant, Samah Shahin, Amany Masalmeh, Wala Jarrar

“…Working in stone-cutting factories is a known source for silica dust exposure, which has pathogenic effects on the respiratory system resulting finally in silicosis which may end in malignancy. …”
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Prognostic value and immunotherapy analysis of immune cell-related genes in laryngeal cancer by Sen Zhang, Jianrui Pan, Huina Guo, Xiaoya Guan, Chenxu Yan, Lingling Ji, Xiansha Wu, Hui Huangfu

“…Key genes were identified through the intersection of differentially expressed genes (DEGs) between normal and LC samples and module genes derived from weighted gene co-expression network analysis (WGCNA), followed by functional enrichment analysis. The prognostic risk model was constructed using univariate Cox and Least Absolute Shrinkage and Selection Operator (LASSO) analyses. …”
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AN INFLUENCE OF SPONTANEOUS MICROFLORA OF FERMENTED HORSEMEAT PRODUCTS ON THE FORMATION OF BIOLOGICALLY ACTIVE PEPTIDES by I. M. Chernukha, I. N. Nikonov, N. G. Mashentseva, D. L. Klabukova, D. A. Afanasev, L. I. Kovalyov, L. А. Ilina

“…Therefore, in the studied product, good preservation of the main spectra of muscle proteins was observed, and the identified fractions, apparently, can be sources of new functional peptides. Not only quantitative but also qualitative changes were observed in the studied samples. …”
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Effects of moderate-protein and high-protein diets, including mealworm meal or poultry by-product meal, on immunological variables in healthy adult dogs by Sophie-Kristin Heinze, Jürgen Zentek, Kathrin Büttner, Andreas Moritz, Nadine Paßlack

“…An interaction effect between the dietary protein source and protein level could be detected for the phagocytic activity of blood granulocytes as well as for the plasma concentrations of IgA and IgE. …”
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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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Metaproteomics in the One Health framework for unraveling microbial effectors in microbiomes by Robert Heyer, Maximilian Wolf, Dirk Benndorf, Sergio Uzzau, Jana Seifert, Lucia Grenga, Martin Pabst, Heike Schmitt, Bart Mesuere, Tim Van Den Bossche, Sven-Bastiaan Haange, Nico Jehmlich, Mariagrazia Di Luca, Manuel Ferrer, Sergio Serrano-Villar, Jean Armengaud, Helge B. Bode, Patrick Hellwig, Catherine Robbe Masselot, Renaud Léonard, Paul Wilmes

“…Metaproteomics offers a novel methodological framework as it provides insights into microbial dynamics by quantifying microbial biomass composition, metabolic functions, and detecting effectors like viruses, antimicrobial resistance proteins, and non-ribosomal peptides. …”
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Ecological connectivity of genomic markers of antimicrobial resistance in Escherichia coli in Hong Kong by Xiaoqing Xu, Yunqi Lin, Yu Deng, Lei Liu, Dou Wang, Qinling Tang, Chunxiao Wang, Xi Chen, You Che, Ethan R. Wyrsch, Veronica M. Jarocki, Steven P. Djordjevic, Tong Zhang

“…Additionally, 195 plasmids were shared across all three source-attributed sectors. Conjugation assays confirmed that several plasmids were functionally transmissible across ecological boundaries. …”
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Hypoglycemic, Antioxidant Activities, and Probiotic Characteristics of <i>Lacticaseibacillus rhamnosus</i> LBUX2302 Isolated from Stool Samples of Neonates by Pedro A. Reyes-Castillo, Ana Laura Esquivel-Campos, Edgar Torres-Maravilla, Eduardo Zúñiga-León, Felipe Mendoza-Pérez, Rosa González-Vázquez, María Guadalupe Córdova-Espinoza, María Angélica Gutiérrez-Nava, Raquel González-Vázquez, Lino Mayorga-Reyes

“…Finally, the presence of ferulic acid activity was detected. The results highlight <i>L. rhamnosus</i> LBUX2302 as a promising probiotic with hypoglycemic and antioxidant effects, warranting further in vivo evaluation for its possible inclusion in functional food and health formulations.…”
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VULVAR AND VAGINAL GRAFT VERSUS HOST DISEASE IN A PATIENT WITH CHRONIC PHASE CHRONIC MYELOID LEUKEMIA AFTER ALLOGENEIC STEM CELL TRANSPLANTATION by Esra Pirinççi, M. Orhan Ayyıldız, Abdullah Karakuş, Reyhan Gündüz

“…In our patient, this condition was detected approximately 5 years after allogeneic transplantation. …”
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Flow-based Text Style Transfer Model by Zihan ZHANG, Jinqiao DAI, Pin YANG

“…The proposed method outperforms the selected baseline model when processing text containing multiple key pieces of information. …”
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Memory Mining and Spatial Transformation of Daily Landscape in Renewal of Tianjin Old City by Chunyan ZHANG, Xinyi ZHANG, Tianying HOU

“…Three novels by renowned Tianjin author Feng Jicai — Yin-Yang Eight Trigams, Three-Inch Golden Lotus, and Faces in the Crowd — are selected as primary data sources. Through text mining and semantic sentiment analysis, these works reveal three distinct emotional characteristics of daily landscapes. 1) Bustling Scenes: Positive emotional spaces, such as religious sites and venues associated with traditional artisans and eccentric figures, reflect the region’s commitment to preserving traditions and fostering a sense of collective enjoyment. …”
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Digital Twin-Based Technical Research on Comprehensive Gear Fault Diagnosis and Structural Performance Evaluation by Qiang Zhang, Zhe Wu, Boshuo An, Ruitian Sun, Yanping Cui

“…However, the current gear operation is still faced with problems such as poor monitoring, a single detection index, and low data utilization, which lead to incomplete evaluation results. …”
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Addressing the need for non-invasive lung assessment with time-resolved diffuse optics by Giulia Maffeis, Nicola Serra, Alessandro Bossi, Alessandro Bossi, Elisabetta Avanzi, Alberto Dalla Mora, Laura Di Sieno, Rinaldo Cubeddu, Antonio Pifferi, Antonio Pifferi, Paola Taroni, Paola Taroni

“…Monitoring lungs functions is key for detecting several morbidities and pathologies. …”
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A co-feeding strategy of formate and H2 for methanogens – Enhancing growth parameters and methane production by Björn Sabel-Becker, Nicolas Patrick Jost, Anne-Kristin Kaster, Dirk Holtmann

“…In this study, formate served as an energy and carbon source for methane production with a formatotrophic mixed culture. …”
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ROS and cGMP signaling modulate persistent escape from hypoxia in Caenorhabditis elegans. by Lina Zhao, Lorenz A Fenk, Lars Nilsson, Niko Paresh Amin-Wetzel, Nelson Javier Ramirez-Suarez, Mario de Bono, Changchun Chen

“…The ability to detect and respond to acute oxygen (O2) shortages is indispensable to aerobic life. …”
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Regulation of xanthine dehydrogensase gene expression and uric acid production in human airway epithelial cells. by Ryan D Huff, Alan C-Y Hsu, Kristy S Nichol, Bernadette Jones, Darryl A Knight, Peter A B Wark, Philip M Hansbro, Jeremy A Hirota

“…<h4>Introduction</h4>The airway epithelium is a physical and immunological barrier that protects the pulmonary system from inhaled environmental insults. Uric acid has been detected in the respiratory tract and can function as an antioxidant or damage associated molecular pattern. …”
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