Using Statistical Estimates in the Game with Nature as an Investment Model by V. A. Gorelik, T. V. Zolotova

“…The developed method allows one to find the optimal strategy and the corresponding values of profitability and risk based on only the initial data (statistical characteristics of financial instruments and the threshold value of profitability), i.e. provides, in our opinion, a convenient analysis tool for the investor.Conclusion. …”
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Metaweb approaches for understanding complex ecological interactions: A review by Sagar Adhurya, Young-Seuk Park

“…Moreover, understanding ecological interactions is critical for a complete ecological perspective and enhancing knowledge of ecosystem structure and function beyond species diversity alone. However, the Eltonian Shortfall—limited species interaction data—impedes this holistic view. …”
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Transcription factor KLF2 is associated with the dysfunctional status of NK cells and the prognosis of pediatric B-ALL patients by Fang Wu, Huimin Xu, Benshan Zhang

“…In-depth analysis of scRNAseq data identified 12 NK cell clusters. …”
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273 Investigating disparities in mobility and physical health across the Rural South to inspire change by Kenneth Harrison, Brandon M. Peoples, Keven G. Santamaria-Guzman, David Redden, Jaimie A. Roper

“…Results/Anticipated Results: Preliminary data from our ongoing community health fairs (n = 172) show promising feasibility for data collection in rural settings. …”
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Living with, managing and minimising treatment burden in long term conditions: a systematic review of qualitative research. by Sara Demain, Ana-Carolina Gonçalves, Carlos Areia, Rúben Oliveira, Ana Jorge Marcos, Alda Marques, Ranj Parmar, Katherine Hunt

“…Teams of two reviewers independently conducted paper screening, data extraction, and data analysis. Data were analysed using framework synthesis informed by Cumulative Complexity Model. …”
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Myocardial Proteome in Human Heart Failure With Preserved Ejection Fraction by Vivek P. Jani, Edwin J. Yoo, Aleksandra Binek, Alina Guo, Julie S. Kim, Jennifer Aguilan, Mohammad Keykhaei, Sydney R. Jenkin, Simone Sidoli, Kavita Sharma, Jennifer E Van Eyk, David A. Kass, Virginia S. Hahn

“…Principal component analysis (data‐dependent acquisition‐mass spectrometry) found HFpEF separated into 2 subgroups: one similar to controls and the other disparate. …”
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Predictive model of small choroidal melanoma progression after eye-saving treatment based on clinical, morphometric and immunological parameters by E. B. Myakoshina, I. G. Kulikova, N. V. Balatskaya, L. A. Katargina, S. V. Saakyan

“…Our purpose was to create a prognostic model for initial choroidal melanoma after eye-saving treatment, basing on clinical, morphometric and immunological parameters.We have performed examination and treatment of 31 patients with small choroidal melanoma (53.7 to 12.2 years old). To perform the analysis, we used clinical data (age, decreased vision, tumor localization, degree of pigmentation, presence of hemorrhages, orange pigmentation), morphometric indexes (intra- and subretinal exudate and disorganization of pigment of the retinal epithelium) and immunological parameters (serum levels of pro-inflammatory, pro-angiogenic, proliferative, metastasis-causing cytokines). …”
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Surgical vs. non-surgical management of cervical spine fractures associated with ankylosing spinal disorders: a matched retrospective comparison assessing mortality by Josefin Åkerstedt, Ali Buwaider, Victor Gabriel El-Hajj, Johan Wänman, Henrik Frisk, Simon Blixt, Anna MacDowall, Erik Edström, Adrian Elmi-Terander, Anastasios Charalampidis

“…Preoperative variables included age, sex, trauma type, neurological function, fracture morphology, and treatment method. …”
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Efficacy of Preoperative Autologous Blood Donation for Surgical Treatment of Thoracic Spinal Stenosis: A Propensity‐Matched Cohort Study by Junbo Qi, Yuanyu Hu, Xiaoyan Niu, Yanlei Dong, Xin Zhang, Nanfang Xu, Zhongqiang Chen, Weishi Li, Yun Tian, Chuiguo Sun

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Automatic Summarization for Academic Articles using Deep Learning and Reinforcement Learning with Viewpoints by JingHong Li, Hatsuhiko Tanabe, Koichi Ota, Wen Gu, Shinobu Hasegawa

“…We collect academic articles using web scraping technology and construct training data by combining sections and sentences through analysis of the article's PDF structure. …”
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Fatty acid composition of Clarias gariepinus fish reared in artificial pond conditions, Uzbekistan by Urunova Gulrux, Zokhidova Iroda, Muhammadiyev Nurali, Jabborov Abdurashid, Fundukchiyev Semyon, Mamashukurov Abdunabi, Ashrapov Abbos, Urazova Ra’no

“…The ratio of ω-6/ω-3 PUFAs is 3:1, which is optimal for preventive nutrition. The data shows a high potential for using African catfish in dietary and functional nutrition.…”
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Single-cell transcriptomic profiling reveals the heterogeneity of epithelial cells in lung adenocarcinoma lymph node metastasis and develops a prognostic signature by Qiuqiao Mu, Qiuqiao Mu, Qiuqiao Mu, Han Zhang, Ying Shi, Mengli Xue, Jingxian Wang, Yun Ding, Lin Tan, Hui Yuan, Xin Li, Xin Li, Daqiang Sun, Daqiang Sun, Daqiang Sun

“…To assess clinical relevance, we developed and validated a prognostic model—termed the EAS score—based on the transcriptional signatures of malignant epithelial subsets, using integrated data from multiple TCGA and GEO cohorts. The functional role of the hub gene SELENBP1 was experimentally validated through quantitative PCR (qPCR), Western blotting, immunohistochemistry (IHC), Transwell migration assays, colony formation assays, flow cytometry, ROS quantification, and subcutaneous tumorigenesis assays in vivo.ResultsSingle-cell transcriptomic analysis identified four distinct malignant epithelial subtypes (Clusters 0–3), each characterized by unique patterns of CNV. …”
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Unveiling the Temporal Dynamics and Molecular Regulation Profiles of Neutrophil Extracellular Traps Following Spinal Cord Injury by Li J, Chang C, Li Y, Cui S, Bai J, Zhang C, Wang X, Li K, Jian F

“…Drug prediction analysis identified atorvastatin as a promising therapeutic candidate with strong binding affinity to multiple key NET-related proteins.Conclusion: Our study provides insights into the temporal dynamics and molecular mechanisms of NET formation after SCI, identifying potential therapeutic targets to mitigate neutrophil-mediated secondary injury and improve functional outcomes. …”
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CHARACTERISTICS OF THE CIRCUMSTANCES OF FORMATION, CLINICAL AND MORPHOLOGICAL MANIFESTATIONS, COURSE AND ASSESSMENT OF THE DEGREE OF GRAVITY OF DAMAGE IN CASES OF FACIAL INJURIES... by В. Мішалов, С. Козлов, О. Гуріна, М. Гараздюк, П. Плевінскіс, М. Зубко

“…The significance of this research stems from its focus on incorporating the unique physiological and anatomical aspects of children's bodies into forensic evaluations of facial injuries, considering their potential to cause not only temporary health impairments but also long-lasting functional and cosmetic consequences. Objective. …”
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Identification and Comprehensive Evaluation of Drought Tolerance in Sorghum During Germination and Seedling Stages by Manhong Wang, Irshad Ahmad, Bin Qin, Lei Chen, Weicheng Bu, Guanglong Zhu, Guisheng Zhou

“…Under 25% PEG-6000 concentration, drought tolerance during the seedling stage was assessed using differential analysis, such as correlation analysis, principal component analysis (PCA), membership function analysis, regression analysis, and cluster analysis. …”
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Older patients affected by COVID-19: investigating the existence of biological phenotypes by Alberto Zucchelli, Marta Parigi, Silvia Giliani, Davide Liborio Vetrano, Daniela Lucente, Emanuele Marzetti, Riccardo Calvani, Giuseppe Bellelli, Alessandra Marengoni

“…Abstract Introduction COVID-19 provides an opportunity to examine biological phenotypes (observable morphological, functional and biological characteristics) in individuals who experience the same acute condition, potentially revealing differences in response to acute external stressors. …”
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The Relationship Between Serum Levels of Thyroglobulin Antibody and the Risk of Recurrence in Patients With Differentiated Thyroid Cancer by Amirian Fatemeh, Yaghoubi Mohammad Ali, Mehrad‐Majd Hassan, Mohebbi Masoud, Layegh Parvin, Vazifeh‐Mostaan Leila, Dadgar Moghaddam Maliheh, Amirian Zahra, Taghavi Ghazaleh

“…Patients were classified based on recurrence rate and different levels of TgAb, and ROC analysis was applied. All data were analyzed with SPSS24, and a p‐value < 0.05 was considered statistically significant. …”
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Treated large posterior fossa vestibular schwannoma and meningioma: Hearing outcome and willingness‐to‐accept brain implant for unilateral deafness by Nicole T. Jiam, Danielle M. Gillard, Ramin A. Morshed, Abhishek S. Bhutada, Ethan D. Crawford, Steve W. Braunstein, Jennifer Henderson Sabes, Philip V. Theodosopoulos, Steven W. Cheung

“…Methods A two‐way MANOVA model with two independent variables (tumor type; time from treatment) and three dependent variables (hearing effort of tumor ear; abbreviated Speech, Spatial, and Qualities of Hearing scale (SSQ12); Tinnitus Functional Index (TFI)) was used to analyze data from VS (N = 32) and meningioma (N = 50) patients who were treated at a tertiary care center between 2010 and 2020. …”
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Evaluation of facial artery perforator-based flaps in reconstruction of facial defects by Goutam Guha, Dipmalya Chatterjee, Siddhartha Biswas, Kaushik Das, Rupnarayan Bhattacharya, Tapan Sarkar

“…We studied the relation of flap survival with size of flap, route of inset and neck dissection, functional and aesthetic outcomes and feasibility of adjuvant therapy in cases of malignancies. …”
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Regional-Scale Energy Modelling for Developing Strategies to Achieve Climate Neutrality by Janusz Zyśk, Artur Wyrwa, Maciej Raczyński, Marcin Pluta, Wojciech Suwała

“…The objective function includes the costs of energy in the medium and long term. …”
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