Comparison of Fracture Resistance and Quality of Lateral Condensation Obturation in Traditional and Conservative Access Cavity Preparation: An <i>In Vitro</i> Study by Gurkiran Kaur, Purshottam Jasuja, Shveta Munjal, Heena Khurana, Ekta Gakhar, Suman Sharma

“…In group II, samples were prepared for the determination of the compaction quality of LC obturation. …”
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Fluorescence-based thermometry for precise estimation of nanoparticle laser-induced heating in cancerous cells at nanoscale by Peltek Oleksii O., Ageev Eduard I., Talianov Pavel M., Mikushina Anna D., Epifanovskaya Olga S., Dubavik Aliaksei, Veiko Vadim P., Lepik Kirill, Zuev Dmitry A., Timin Alexander S., Zyuzin Mikhail V.

“…According to the performed cell experiments, the influence of temperature increase during the PTT on cell death mechanisms has been verified and determined. Our investigations can improve the understanding of the PTT mechanisms and increase its therapeutic efficiency while avoiding any side effects.…”
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A hybrid CFD and machine learning study of energy performance of photovoltaic systems with a porous collector: Model development and validation by Yinling Wang, Lei Yu, Mazhar Ali, Imran Ali Khan, Tahir Maqsood, Haining Gao, Qi Wang, Xiaolei Guo

“…The case study considered here is a photovoltaic system with porous collector for enhancing the efficiency of solar system. Computational modeling was carried out via CFD (Computational Fluid Dynamics), and the temperature distribution was determined which was later used in machine learning (ML) evaluation. …”
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Sine Cosine Optimization With Deep Learning–Driven Object Detector for Visually Impaired Persons by Hadeel Alsolai, Fahd N. Al-Wesabi, Abdelwahed Motwakel, Suhanda Drar

“…The experimentation outcome of the SCODL–ODC method is examined on the object detection dataset. …”
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Numerical analysis of the thermal and electrical performance of concentrated photovoltaic systems integrated with multiple phase change materials by Atef Chibani, Slimane Merouani, Riad Badji, Farhan Lafta Rashid, Mohamed Kezzar, Sahar Ahmed Idris, Mohamed Rafik Sari, B. Rushi Kumar, Sunitha Nagarathnam

“…The study uses a numerical method to compare and determine the thermal efficiency of PV systems deployed at different angles (0, 30, 45, 75 and 90°) on the PCM's freezing and melting behavior. …”
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Bacterial Resistance to Mercury: A Mini-Review by Daniel Gonçalves de Mattos D’Avila, Rafaela Gomes Ferrari, Paloma de Almeida Rodrigues, Gabriel Lata Neves, Alexandre Mendes Ramos Filho, Rami Fanticelli Baptista Mano, Carlos Adam Conte Junior

“…To answer these questions, the PICO method (population, intervention, comparison, and outcome) was used, three databases were searched, and 17 relevant articles were included. …”
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Optimization of Operation Strategy of Multi-Islanding Microgrid Based on Double-Layer Objective by Zheng Shi, Lu Yan, Yingying Hu, Yao Wang, Wenping Qin, Yan Liang, Haibo Zhao, Yongming Jing, Jiaojiao Deng, Zhi Zhang

“…Combined with the non-cooperative game theory, the alternating direction multiplier method is used to reduce the shared energy storage service cost. …”
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Capacity Estimation of Lithium-Ion Battery Systems in Fuel Cell Ships Based on Deep Learning Model by Xiangguo Yang, Jia Tang, Qijia Song, Yifan Liu, Lin Liu, Xingwei Zhou, Yuelin Chen, Telu Tang

“…The results indicate that the proposed method effectively aids in accurate capacity estimation for individual cells in complex operating environments.…”
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Effects of exogenous SLs on growth and physiological characteristics of flue-cured tobacco seedlings under different degrees of drought stress by Xiao-dong Wang, Yi-nan Zhang, Xiao-guo Wang, Ye Zhuang, Shao-hua Ge

“…However, the interactions between strigolactones and various hormones under drought stress require further investigation to elucidate the underlying molecular mechanisms. The application methods of strigolactones should be optimized.…”
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Evaluation of recombinant proteins <i>T. pallidum</i> Тр0163 and Тр0971 as antigens for the diagnosis of syphilis using enzyme immunoassay by Natalia V. Arbuzova, Marina V. Shpilevaya, Georgii L. Katunin, Oleg E. Kuznetsov, Nikita Yu. Nosov, Viсtoria S. Solomka

“…The overall diagnostic efficiency of the study of recombinant proteins for the determination of IgG class antibodies by enzyme immunoassay is 65.4 and 66.7% for Тр0163 and Тр0971 respectively, demonstrating the specificity and positive predictive value of the study. …”
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Deep learning based detection of enlarged perivascular spaces on brain MRI by Tanweer Rashid, Hangfan Liu, Jeffrey B. Ware, Karl Li, Jose Rafael Romero, Elyas Fadaee, Ilya M. Nasrallah, Saima Hilal, R. Nick Bryan, Timothy M. Hughes, Christos Davatzikos, Lenore Launer, Sudha Seshadri, Susan R. Heckbert, Mohamad Habes

“…Therefore, it is necessary to determine which imaging sequences are crucial for precise detection. …”
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Adaptive BBU Migration Based on Deep Q-Learning for Cloud Radio Access Network by Sura F. Ismail, Dheyaa Jasim Kadhim

“…This study introduces an adaptive, threshold-based dynamic migration strategy for virtual BBUs within the iCanCloud framework by setting upper and lower limits on the servers’ resource usage in the pool. The proposed method determines whether to initiate a migration by evaluating resource usage on each compute node and identifies the target node for migration if required. …”
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Predicting body weight in Ross 308 broiler chickens using a data mining algorithm approach by L Bila

“…These results suggest that the CART data mining algorithm could be used to help farmers recognise the morphological traits that are most influential in determining body weight. Submitted 8 September 2024; Accepted 18 January 2025; Published 30 June 2025 ------------------------------------------------------------------- Significance of research to South African science The article “Predicting body weight in Ross 308 broiler chickens using morphometric traits” by Bila (2025) contributes meaningfully to South African poultry science by offering practical and low-cost methods for estimating broiler performance. …”
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Quality of Initial Reduction of Tibial Plafond Fractures as Predictors of Trauma Injury Outcome by Jennie-Ann L. Wilson MSc, RRT

“…Methods: This retrospective study included a population of 131 patients with a Type-C Tibial Plafond Fracture who were operated on at Grady Memorial Hospital from 2012 to 2023. …”
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The Simulation of Mode Control for a Photonic Lantern Adaptive Amplifier by Yuxuan Ze, Pengfei Liu, Hanwei Zhang, Yanyang Hu, Lianchuang Ding, Baozhu Yan, Jiangbin Zhang, Qiong Zhou, Wenguang Liu

“…Specifically, an optimal gain fiber length of 8 m was determined, and backward pumping was found to achieve higher pumping efficiency and better control results. …”
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BASIC DIRECTIONS IN FLUOROSIS TREATMENT by L.F. Kaskova, N.A. Morhun, I.Y. Vashchenko, S.Ch. Novikova, O.V. Khmil, O.Yu. Andriyanova, A.V. Artemyev

“…The indication to dental fluorosis treatment of severity forms in permanent teeth with mature roots is restoration of teeth, veneers, orthopedic crowns, if the microabrasive method hasn’t aesthetic effect efficiency. Thus, in cases of aesthetic changes due to fluorosis, minimally invasive restorative approaches that preserve dental hard tissue such as microabrasion method, external bleaching or resin infiltration should be considered before invasive restorative procedures. …”
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Bulk System Reliability Assessment Incorporating Nodal Correlations in Supply–Demand Variabilities and Uncertainties Created with Net-Zero Emission Targets by Deeksha Sharma, Rajesh Karki

“…The proposed framework and methods can readily be applied by power utilities, as these methods can be incorporated into most commercial software that uses an analytical approach for CSR assessment. …”
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Reciprocal cross-compatibility in cut rose breeding by Ezgi Doğan Meral, Tuğba Kiliç, Emine Kirbay, Soner Kazaz, Volkan Gözen

“…Hybridization is one of the most important methods of creating new rose variations. Breeders focus on fertility, reproduction, and a high number of seeds per fruit. …”
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Cervical EVT isolation for non-invasive fetal HLA typing in early pregnancy is limited by purity and maternal cell contamination; a methodological comparison by Liseanne J. van ‘t Hof, Johanna M. Kapsenberg, Jos J.M. Drabbels, Lotte E. van der Meeren, Dave L. Roelen, Michael Eikmans, Marie-Louise P. van der Hoorn

“…This study aimed to achieve fetal HLA typing through EVT isolation using HLA-G-coupled nanoparticle immunomagnetic separation (TRIC) and fluorescence-activated cell sorting (FACS).MethodCervical samples from 32 pregnant women were collected by cytobrush. …”
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Simulation of the of the DeepLabv3 neural network learning process for the agricultural fields segmentation by A. F. Rogachev, I. S. Belousov

“…Objective. Monitoring and determining the state of crops in agricultural production requires the use and improvement of neural network methods of artificial intelligence.The aim of the study is to create a mathematical model of the learning process of the DeepLabV3 neural network for intelligent analysis and segmentation of agricultural fields.Method. …”
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