Introduction of neural network technologies to optimise the control of the operating modes of a sucker-rod pump installation by O. Turchyn

“…The study used data analysis and adaptive management methods to optimise the operation of the SRP. As a result of the study, it was found that the introduction of neural network technologies in the SRP management system can significantly increase their efficiency. …”
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Precision medicine in oncology: role and prospects of mass spectrometry by E. S. Khmelevskaya, E. A. Perina, E. E. Buyko, A. A. Ufandeev, O. A. Kaidash, V. V. Ivanov, A. N. Baikov, E. V. Parochkina, E. V. Udut

“…Over the next decade, introduction of mass spectrometry-based methods into clinical practice based on the principles of precision medicine is expected to optimize selection of personalized treatment strategies for cancer patients and provide significant economic benefits by reducing morbidity, disability, and mortality.This comprehensive review presents the analysis of 65 scientific publications, highlighting the results of clinical and experimental studies utilizing mass spectrometry methods for diagnosing cancer, investigating the underlying mechanisms of disease development, and evaluating the efficacy of therapeutic interventions. …”
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Isolation and characterization of Pseudomonas phage HJ01 and its therapeutic efficacy in canine pyoderma by Yixian Wei, Ziyong Li, Jianlong Lao, Jijie Huang, Hailin Chen, Jiajia Li, Yayu Deng, Xinyu Mao, Runwen Ma, Yuxing Wu, Yizhou Tan, Xun Li, Yangqing Lu, Shunjin Jiang, Xiaoye Wang

“…This study aimed to isolate and characterize a lytic phage targeting multidrug-resistant P. aeruginosa and evaluate its therapeutic efficacy in a canine pyoderma model. The key methods include isolation of phage HJ01 from wastewater, identification of genomic and biological characteristics, and subcutaneous injection of HJ01 in a canine pyoderma model induced by P. aeruginosa. …”
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Measurement Techniques for Highly Dynamic and Weak Space Targets Using Event Cameras by Haonan Liu, Ting Sun, Ye Tian, Siyao Wu, Fei Xing, Haijun Wang, Xi Wang, Zongyu Zhang, Kang Yang, Guoteng Ren

“…In contrast, event cameras—drawing inspiration from biological vision—can capture brightness changes at ultrahigh speeds and output a series of asynchronous events, thereby demonstrating enormous potential for space detection applications. Based on this, this paper proposes an event data extraction method for weak, high-dynamic space targets to enhance the performance of event cameras in detecting space targets under high-dynamic maneuvers. …”
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Enhancing wheat flour origin traceability by using laser-induced breakdown spectroscopy and Raman spectroscopy by Minghui Gu, Chao Liu, Hansong Huang, Xin Zhang, Jiguo Li, Qingbin Jiao, Liang Xu, Mingyu Yang, Xin Tan

“…First, a hybrid feature selection method, termed ANOVA-Sine Cosine Algorithm (AVSCA), was developed by integrating analysis of variance (ANOVA) with the Sine Cosine Algorithm (SCA) to extract spectral fingerprint information of wheat flour. …”
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A comparative study of ultra-massive MIMO intelligent receivers with adversarial robustness and energy efficiency for 6G applications by Pushkar Nidagundi, Advesh Darvekar, Malik Amber, Ramesh R

“…The Taguchi method yields up to 40 % improvement in energy efficiency while maintaining near-perfect BER. …”
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Spatial transcriptome profiling identifies DTX3L and BST2 as key biomarkers in esophageal squamous cell carcinoma tumorigenesis by Rutao Li, Na Li, Qianqian Yang, Xing Tong, Wei Wang, Chang Li, Jun Zhao, Dong Jiang, Haitao Huang, Chen Fang, Kai Xie, Jiamin Yuan, Shaomu Chen, Guangbin Li, Haitao Luo, Zhibo Gao, Dongfang Wu, Xiaoli Cui, Wei Jiang, Lingchuan Guo, Haitao Ma, Yu Feng

“…Abstract Background Understanding the stepwise progression of esophageal squamous cell carcinoma (ESCC) is crucial for developing customized strategies for early detection and optimal clinical management. Herein, we aimed to unravel the transcriptional and immunologic alterations occurring during malignant transformation and identify clinically significant biomarkers of ESCC. …”
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Power Grid Renovation: A Comprehensive Review of Technical Challenges and Innovations for Medium Voltage Cable Replacement by Amir Rafati, Hamid Mirshekali, Hamid Reza Shaker, Navid Bayati

“…Various methods for detecting and monitoring cable defects and discussing their advantages and limitations are surveyed. …”
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NoiseAugmentNet-HHO: Enhancing Histopathological Image Classification Through Noise Augmentation by Prem Purusottam Jena, Debahuti Mishra, Kaberi Das, Sashikala Mishra

“…Pixel-wise regression is emphasized for accurate tissue structure assessment and anomaly detection. NoiseAugmentNet-HHO demonstrates significant improvements in classifier performance compared to traditional methods. …”
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Systematic review and meta-analysis: risk factors for psoriatic arthritis. Part 1. by N. O. Pereverzina, L. S. Kruglova, T. V. Korotaeva, A. M. Lila

“…Therefore, early diagnosis of this disease is so important.Objective: to determine the methods for early detection of PsA, in particular the identification of risk factors (RFs) for its development, which will prevent the progression of the disease and the disability of patients.Materials and methods. …”
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Bar Dislocation after Pectus Excavatum Repair: A Systematic Review of Risk Factors, Stabilization Techniques, and Management Strategies by H Shafeeq Ahmed, Sneha Reddy Pulkurthi, Akhil Fravis Dias, Bethineedi Lakshmi Deepak, Prekshitha Mohan R

“…Imaging modalities like chest X-rays and 3-dimensional computed tomography scans proved critical for early detection. Heterogeneity in stabilization approaches underscores a shift toward patient-specific strategies to optimize outcomes. …”

Uncovering hidden insights in the chair rise performance of older adults using Dynamic Time Warping and K-means clustering by Ole Meyer, Rebecca Diekmann, Sandra Hellmers, Andreas Hein, Anna Schumacher

“…These patterns did not correlate directly with shorter or longer 5CRT durations, indicating overlap and highlighting the limitations of traditional stopwatch methods. This study demonstrates the potential of DTW and k-means clustering in geriatric medicine and research, enabling analysis of 5CRT performance independent of temporal variations, identifying potential health issues undetectable by conventional methods. …”
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High-throughput screening of monoclonal antibodies against carbapenemases using a multiplex protein microarray platform by Sascha D. Braun, Sascha D. Braun, Martin Reinicke, Martin Reinicke, Celia Diezel, Celia Diezel, Elke Müller, Elke Müller, Katrin Frankenfeld, Thomas Schumacher, Hugo Arends, Stefan Monecke, Stefan Monecke, Ralf Ehricht, Ralf Ehricht, Ralf Ehricht

“…Given the urgent clinical need for rapid diagnostics, immunochromatographic assays represent a promising and urgently needed approach for economic and available point-of-care detection. However, the development of such assays is often hindered by the time-consuming process of identifying high-affinity antibody pairs.MethodsTo accelerate this process, we evaluated a protein microarray platform as a high-throughput screening tool to identify optimal monoclonal antibody (mAb) pairs targeting the most clinically relevant carbapenemases. …”
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Problem of Ametropia in Children in Russian Federation by El Yu. Markova, L. Yu. Bezmel’nitsyna, O. V. Kurganova, N. A. Pron’ko, L. V. Venediktova

“…Data was processed with mathematical methods and descriptive statistics. Modeling, Budget impact and burden of diseases analyses were used for clinicoeconomical evaluation.Results. 636 patients aged from 5 to 7 years old were included. …”
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ONE TYPICAL EXTREMUM IN ELECTRICAL PROBLEMS by V. I. Goroshko, T. E. Shukovskaya

“…In the third example the band active filter, built on operating amplifier, is analyzed. According to these methods, taken in the first part of article, the frequency is determined, on which amplifier provides maximum  amplification factor. …”
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Toward accurate and scalable rainfall estimation using surveillance camera data and a hybrid deep-learning framework by Fiallos-Salguero Manuel, Soon-Thiam Khu, Jingyu Guan, Mingna Wang

“…Our hybrid approach consists of two complementary modules: the first employs an image-quality signature technique to detect rain streaks from video frames and selects optimal regions of interest (ROIs). …”
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The Least Limiting Water Range to Estimate Soil Water Content Using Random Forest Integrated with GIS and Geostatistical Approaches by Orhan Dengiz, Pelin Alaboz

“…Furthermore, 72.32% of the soil was under optimal conditions. For the 20-40 cm depth, an aeration problem in 5.88%, a compaction problem in 28.57%, and both an aeration and a compaction problem in 2.52% of the points were detected. …”
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MOBILIZATION OF SPLENIC FLEXURE DURING RECTAL RESECTION by I. L. Chernikovsky, I. I. Aliev, А. А. Smirnov, N. V. Savanovich, А. V. Gavrilyukov

“…Additional difficulties occur because of the lack of generally accepted methods for performing SFM. Despite many reports, the routine SFM during low rectal resections remains controversial. …”
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Polyhydramnios at Term in Gestational Diabetes: Should We Be Concerned? by Mercedes Horcas-Martín, Tania Luque-Patiño, Claudia Usandizaga-Prat, Elena Díaz-Fernández, Victoria Melero-Jiménez, Luis Vázquez-Fonseca, Francisco Visiedo, José Román Broullón-Molanes, Rocío Quintero-Prado, Fernando Bugatto

“…We aim to study the implications of polyhydramnios in term pregnancies complicated with gestational diabetes mellitus (GDM). <b>Methods:</b> A prospective cohort study including 340 GDM cases was conducted. …”
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Platelet quality during storage of platelet concentrates in Platelet Addictive Solution ⅢM: a comparative study by LIU Yujian, YOU Ranran, LIN Qiwen, HE Bo, NIE Yongmei

“…[Methods] Disposable plastic blood bags with platelet storage bags were used to collect whole blood from healthy voluntary blood donors, and concentrated platelets were collected by plasma-rich method, with a volume of about 50 mL and ≥4.0×1010 platelets contained in each bag. …”
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