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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First-phase ejection fraction is associated with myocardial fibrosis in the pressure overloaded heart by Shukun He, Shukun He, Jingrong Jiang, Jingrong Jiang, Yanting Zhang, Yanting Zhang, Tianshu Liu, Tianshu Liu, Wenhui Deng, Wenhui Deng, Yuji Xie, Yuji Xie, Wenqu Li, Wenqu Li, Yuting Tan, Yuting Tan, Lingyun Fang, Lingyun Fang, Jing Zhang, Jing Zhang, Lin He, Lin He, Qiaofeng Jin, Qiaofeng Jin, Yuman Li, Yuman Li, Li Zhang, Li Zhang, Phil Chowienczyk, Mingxing Xie, Mingxing Xie, Haotian Gu, Jing Wang, Jing Wang

“…Echocardiography was conducted to validate the success of MTAC model and measure cardiac systolic function parameters. …”
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A Review on Bioengineering the Bovine Mammary Gland: The Role of the Extracellular Matrix and Reconstruction Prospects by Fernando Chissico Júnior, Thamires Santos da Silva, Flávio Vieira Meirelles, Paulo Sérgio Monzani, Lucas Fornari Laurindo, Sandra Maria Barbalho, Maria Angélica Miglino

“…The success of recellularization depends on obtaining immunologically compatible scaffolds and using appropriate cell culture sources and methods to ensure tissue functionality. …”
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Sodium citrate pretreatment enhances CAR-T cell persistence and anti-tumor efficacy through inhibition of calcium signaling by Xuechen Yin, Wenwen Chen, Xudong Ao, Luxia Xu, Jiujiu Cao, Tinghui Huang, Junqing Liang, Jianhua Hu, Jiaqi Liu, Xinping Wang, Wenying Li, Muya Zhou, Lingfeng He, Zhigang Guo

“…To further validate our observation, we also treated anti-mesothelin (MSLN) CAR-T cells with sodium citrate and detected the phenotypes and anti-tumor function of CAR-T cells.ResultsWe found that sodium citrate-pretreated anti-CD70 CAR-T cells exhibited reduced exhaustion, increased memory T cell proportions, and enhanced anti-tumor efficacy both in vitro and in vivo. …”
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Genome-Wide Scan for Copy Number Variations in Chinese Merino Sheep Based on Ovine High-Density 600K SNP Arrays by Yuezhen Tian, Jing An, Xinning Zhang, Jiang Di, Junmin He, Ayinuer Yasen, Yanpin Ma, Gaohaer Sailikehan, Xixia Huang, Kechuan Tian

“…To validate these CNVRs, we performed quantitative real-time PCR experiments to verify copy number predictions made by PennCNV software (v1.0.5). Out of 11 selected CNVRs with predicted gain, loss, or gain–loss statuses, 8 (IDs 68, 156, 201, 284, 307, 352, 411, 601) were successfully confirmed. …”
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Abstract 020: Undulating Flow Velocities as an Induced Test of Autoregulation After Thrombectomy for Acute Ischemic Stroke by Aya Mikkawi, Qasem N Alshaer, Mahmoud Mohammaden, Diogo Haussen, Aaron Anderson

“…Introduction Loss of autoregulation after endovascular therapy (EVT) for large‐artery acute ischemic stroke (AIS) is well documented. [1] This might result in worse outcomes, despite successful recanalization, from hyper‐ or hypoperfusion with a risk for hemorrhagic conversion or larger stroke volume, respectively. …”
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Research progress of genome-wide association study by Duan Zhongqu, Zhu Jun

“…Most GWASs proceed on the base of the assumption that common phenotypic variation is caused by common genetic variation. The power to detect the cause loci is a function of allele frequency, thus it is difficult to identify the functional variants at low frequency though they have larger effects on the phenotype. …”
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Optimizing SVC placement for enhanced voltage stability using a novel index and hybrid ABC-PSO algorithm by Hafizur Rahman, Roman Mia, Mustafizur Rahman, Md. Faiyaj Ahmed Limon, Md. Shahid Iqbal, Md. Fahad Jubayer, Md. Rabiul Karim, Md. Janibul Alam Soeb

“…In the IEEE 30-bus system, MCPI successfully detects vulnerabilities in a critical transmission line that conventional indices fail to recognize. …”
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Botulinum Toxin for Bruxism: An Overview by Manuella Salm Coelho, Júlia Meller Dias de Oliveira, Helena Polmann, Patrícia Pauletto, Cristine Miron Stefani, Lara Catarine De Luca Maciel, Graziela De Luca Canto

“…Study selection was conducted in two phases by two independent authors. …”
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Intranasal administration of stem cell derivatives for the treatment of AD animal models: a systematic review and meta-analysis by Zilin Hua, Nan Zhou, Zijing Zhou, Zewei Fu, Ruiyun Guo, Herman Yao Akogo, Jiayin Yang, Meixuan Yu, Yujie Jiang, Siyi Lan, Haixia Chang, Jun Ma, Huixian Cui

“…Subgroup analyses indicated that stem cell source, stem cell derivative types and Aβ detection method were not primary drivers of heterogeneity. …”
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Features of Paradigm for forming anti-cataclysmic instruments for preventing aggressive interstate conflicts – artificial intelligence (AI) in terms of ensuring objective personnel... by B. M. Andrushkiv, L. S. Golovkova, N. B. Kyrych, O. B. Pohajdak, K. Hannouf

“…Based on the analysis of literary sources and existing experience, the causes of their occurrence have been determined, and ways and means of prevention have been proposed, including the use of artificial intelligence (AI). …”
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Preclinical approaches in regenerative medicine for treating end-stage renal disease: a scoping review by Andrea Vigezzi, Paola Brani, Daniela Dalla Gasperina, Lorenzo Azzi, Cristina Giaroni, Davide Inversini, Giuseppe Pettinato, Matthew Massaad, Giulio Carcano, Giuseppe Ietto, Andreina Baj

“…Screening and selection were conducted independently by four reviewers working in pairs selected with discrepancies resolved through consensus. …”
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LEADR, a p63 target, dampens interferon signalling in bladder cancer by Damiano Barnaba, Mariacristina Franzese Canonico, Manuela Helmer-Citterich, Paolo Gandellini, Gerry Melino, Artem Smirnov, Eleonora Candi

“…Recent advances in early detection allowed a successful management of non-aggressive cancers, yet the recurrence rate remains high. …”
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Modeling of Battery Storage of Photovoltaic Power Plants Using Machine Learning Methods by Rad Stanev, Tanyo Tanev, Venizelos Efthymiou, Chrysanthos Charalambous

“…The massive integration of variable renewable energy sources (RESs) poses the gradual necessity for new power system architectures with wide implementation of distributed battery energy storage systems (BESSs), which support power system stability, energy management, and control. …”
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Impact of dual sensory impairment on the risk of incident dementia: a protocol for a systematic review and meta-analysis by Adrian Fuente, Ahmed Amine Alaoui, Daniele Urso, Stefano Giannoni-Luza, Jeremy Ting, Samir Jabbour

“…We will include peer-reviewed longitudinal cohort studies reporting HRs. Screening and selection of articles will be performed independently by at least two reviewers using the Covidence systematic review manager. …”
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The efficacy of resiliency training programs: a systematic review and meta-analysis of randomized trials. by Aaron L Leppin, Pavithra R Bora, Jon C Tilburt, Michael R Gionfriddo, Claudia Zeballos-Palacios, Megan M Dulohery, Amit Sood, Patricia J Erwin, Juan Pablo Brito, Kasey R Boehmer, Victor M Montori

“…Resilient persons are able to adapt to life's challenges and maintain high quality of life and function. Finding effective strategies to bolster resilience in individuals and populations is of interest to many stakeholders.…”
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