Regularities of crustal faulting and tectonophysical indicators of fault metastability by Yu. L. Rebetsky

“…It is shown that the most convenient tool for analyzing such data is the Mohr stress diagram and the Coulomb criterion. …”
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Modeling of Ultrasonic Flaw Detection Processes in the Task of Searching and Visualizing Internal Defects in Assemblies and Structures by B. V. Sobol, A. N. Soloviev, P. V. Vasiliev, A. A. Lyapin

“…The technique of determining the geometric parameters of defects in materials through nondestructive testing is used. …”
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Establishment and validation of predictive model of ARDS in critically ill patients by Senhao Wei, Hua Zhang, Hao Li, Chao Li, Ziyuan Shen, Yiyuan Yin, Zhukai Cong, Zhaojin Zeng, Qinggang Ge, Dongfeng Li, Xi Zhu

“…Conclusion Combining the LIPS score with other clinical parameters in a logistic regression model provides a more accurate, clinically applicable, and user-friendly ARDS prediction tool than the LIPS score alone.…”
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Scalable Clustering of Complex ECG Health Data: Big Data Clustering Analysis with UMAP and HDBSCAN by Vladislav Kaverinskiy, Illya Chaikovsky, Anton Mnevets, Tatiana Ryzhenko, Mykhailo Bocharov, Kyrylo Malakhov

“…The results offer a non-invasive tool for personalized cardiac monitoring and merit further clinical validation. …”
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Modeling Shooting Skills in Adaptive Biathlon for Athletes of Varying Skill Levels Using Virtual Reality Technologies by A.A. Gasanov, M.A. Odintsov, S.V. Leonov, P.Yu. Sukhochev, E.A. Sedogin, M.D. Belousova, I.S. Polikanova

“…The developed environment proved to be adequate as a tool for diagnosing and training shooting skills. …”
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Solitons unveilings and modulation instability analysis for sixth-order coupled nonlinear Schrödinger equations in fiber bragg gratings by Noha M. Kamel, Hamdy M. Ahmed, Wafaa B. Rabie

“…The MI gain spectrum provided a tool to predict and control instability, ensuring robust and efficient optical communication networks. …”
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SageNet: Fast Neural Network Emulation of the Stiff-amplified Gravitational Waves from Inflation by Fan Zhang, Yifang Luo, Bohua Li, Ruihan Cao, Wenjin Peng, Joel Meyers, Paul R. Shapiro

“…These capabilities make SageNet a powerful tool for accelerating Bayesian inference procedures for extended cosmological models. …”
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Use of cholic acid in Smith-Lemli-Opitz syndrome (SLOS): real-world patient outcomes by Edwin Ferren, Paul R. Hillman, Amy Kritzer, Joseph Ray, Alvaro Serrano, Hope Northrup, Paige Roberts, Rana Dutta, Tiziano Pramparo, Pamela Vig, Robert D. Steiner

“…Data for demographics and key clinical/laboratory parameters were captured with a standardized data collection tool. …”
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Predictive potential of cardiovascular risk factors and their associations with arterial stiffness in people of European and Korean ethnic groups by T. A. Brodskaya, V. A. Nevzorova, K. I. Shakhgeldyan, B. I. Geltser, D. A. Vrazhnov, Yu. V. Kistenev

“…Developed using modern machine learning technologies, the assessment aortic PWV models taking into account the ethnic factor can be a useful tool for processing and analyzing data in predictive studies.…”
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Diversity of immunization strongly impacts SARS-CoV-2 antibody function surrogates by Benoît Levast, Jérémie Becker, Carla Saade, Inès VuDuc, Kendra Reynaud, Camilo Broc, Charlotte Mignon, Natacha Mariano, Stéphanie Donnat, Shin-Yi Yu, Adrien Saliou, Viet-Dung Tran, Oxana Vratskikh, Céline Couturier, Stéphanie Geoffroy, Anely Tranchot, Christophe Vedrine, Tom Perisse, Lily Bruyere, Martin Killian, Bruno Pozzetto, COVID AuRA consortium, Karen Louis, Laurent Beloeil, Cyril Guyard, Stéphane Paul, Arnaud Marchant, Sophie Trouillet-Assant

“…As booster vaccination remains a useful tool in periodically bolstering humoral immunity, particularly in vulnerable populations, studies should continue to evaluate the humoral immune response using system serology approach.…”
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The Biochemical–Imaging Connection: Urinary Noradrenaline and Fluorodeoxyglucose-Positron Emission Tomography in Unresectable or Metastatic Pheochromocytomas and Paragangliomas by Junki Takenaka, Shiro Watanabe, Takashige Abe, Satoshi Takeuchi, Kenji Hirata, Rina Kimura, Hiroshi Ishii, Naoto Wakabayashi, Mungunkhuyag Majigsuren, Kohsuke Kudo

“…[¹⁸F]Fluorodeoxyglucose-positron emission tomography (FDG-PET) is a valuable tool for the detection of metastases and the prediction of prognoses. …”
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Intelligent generative design: a transfer learning-enhanced bidirectional mapping framework for customised parametric structural design by Jiajie Hu, Yayun Wang, Hua Tian, Peng Zheng, Liang Chi, Lulu Xue, Qian Su, Qing Jiang, Yong He, Lan Li, Liya Zhu

“…However, establishing the intricate relationships between scaffold design parameters and resulting mechanical behaviour remains a challenge. …”
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Machine learning in CTEPH: predicting the efficacy of BPA based on clinical and echocardiographic features by Qiumeng Xi, Juanni Gong, Jianfeng Wang, Xiaojuan Guo, Yuanhua Yang, Xiuzhang lv, Suqiao Yang, Yidan Li

“…Abstract Background This study aims to develop a machine learning (ML)-based predictive model for evaluating the efficacy of percutaneous pulmonary balloon angioplasty (BPA) in patients with chronic thromboembolic pulmonary hypertension (CTEPH) by integrating clinical and echocardiographic parameters. By comparing the predictive performance of different algorithms, we aimed to establish a robust tool to identify patients most likely to benefit from BPA. …”
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New Insights Reached via Graded-Interfaces Modeling: How High-Power, High-Efficiency Mid-Infrared QCLs Work by Dan Botez, Suraj Suri, Huilong Gao, Thomas Grange, Jeremy D. Kirch, Luke J. Mawst, Robert A. Marsland

“…The potential of graded-interfaces modeling to become the design tool for achieving room-temperature operation of terahertz QCLs is discussed.…”
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Safety and effectiveness of non-invasive brain stimulation on mobility and balance function in children with cerebral palsy: a systematic review and meta-analysis by Mengru Zhong, Yage Zhang, Jie Luo, Tingting Chen, Jingbo Zhang, Tingting Peng, Mingshan Han, Wen Le, Tingting Peng, Kaishou Xu

“…Conclusions Our findings support the use of NIBS as a safe and feasible tool for enhancing mobility in children with CP, demonstrating both immediate and sustained improvements in gait parameters such as velocity and stride length. …”
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Clinical evaluation of oxidative stress in patients with diabetes mellitus type II: Impact of acute exercise by Kostić Nada, Čaparević Zorica, Marina Đorđe, Ilić Sanja, Radojković Jana, Ćosić Zoran, Bakić-Ćelić Vera

“…Exercise is a well recognized model of oxidative stress and, also, an important tool in diabetes management. The aim of our study was to evaluate oxidative stress in patients with diabetes mellitus type 2 and to determine influence of acute exercise training on the investigated parameters. …”
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Immunophenotypic Aberrancies in Acute Lymphoblastic Leukaemia: A Cross-sectional Study from a Tertiary Care Centre in Rajasthan, India by Shikha Goyal, Manoj Sharma, Neha Sethi, Shweta Bansal, Maneesh K Vijay, Ram Mohan Jaiswal, Abha Mathur, Aditya Mundra

“…Flow cytometric immunophenotyping in acute leukaemia is an important tool for the detection of these aberrancies. Aim: The present study aimed to access immunophenotypic aberrancies in B and T Acute Lymphoblastic Leukaemia (ALL). …”
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Comparing clinical only and combined clinical laboratory models for ECPR outcomes in refractory cardiac arrest by Chun-Chieh Chiu, Yu-Jun Chang, Chun-Wen Chiu, Ying-Chen Chen, Yung-Kun Hsieh, Shun-Wen Hsiao, Hsu-Heng Yen, Fu-Yuan Siao

“…Previous predictive models have been complex, incorporating both clinical data and parameters obtained after CPR or ECMO initiation. This study aims to compare a simpler clinical-only model with a model that includes both clinical and pre-ECMO laboratory parameters, to refine patient selection and improve ECPR outcomes. …”
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Efficacy of Maxillary Expansion with Clear Aligner in the Mixed Dentition: A Systematic Review by Luca Levrini, Piero Antonio Zecca, Marina Borgese, Eleonora Ivonne Scurati, Alessandro Deppieri, Stefano Saran, Margherita Caccia, Andrea Carganico

“…., the risk of bias in selected articles was visually summarized in a traffic light plot using the robvis tool, following the ROBINS-I methodology. For the studies by Bruni et al., a separate visual representation was created using robvis with the RoB2 evaluation framework, prepared by the authors S.E.I. and C.A. …”
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Preliminary study on the use of contrast ultrasound in the preoperative workup of patient-candidates for carotid endarterectomy by Marco Campolmi, MD, Sara Speziali, MD, Elena Giacomelli, MD, PhD, Lapo Dolfi, MD, Walter Dorigo, MD, Raffaele Pulli, MD

“…These findings suggest that CEUS examination is a safe, cost-effective, and efficient noninvasive tool for preoperative carotid plaque assessment, offering higher resolution and more detailed plaque characterization compared with DUS. …”
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