The Image of Personal Future in High School and College Students by A.D. Andreeva

“…The study was carried out using the method of prototypical analysis of free associations by P. …”
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Quantisation‐based target detection for cooperative multiple input multiple output radar and communications with multiple stations by Zhen Wang, Qian He

“…Three strategies for the quantisation and fusion are considered, where for the first method, local sensors quantise their test statistics, which are linearly fused at the FC (quantising test statistics and linear combination fusion), for the second method, the test statistics are quantised at the local sensors and optimally fused at the FC (quantising test statistics and optimal fusion), and for the third method, the received signals are quantizsd at the local sensors and optimally fused at the FC (quantising received signals and optimal fusion). …”
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Rapid DNA and RNA isolation from few or single cells using low-cost NAxtra magnetic nanoparticles by Eirin Johannessen Starheim, Adeel Manaf, Adnan Hashim, Niklas Nonboe Andersen, Erlend Ravlo, Wei Wang, Vidar Langseth Saasen, Nina-Beate Liabakk, Sten Even Erlandsen, Per Arne Aas, Lars Hagen, Magnar Bjørås

“…This method achieves comparable yields to existing isolation kits while offering significant improvements in cost and processing speed. …”
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Overcoming Barriers: A Study on Family Experiences and Treatment Adherence in Congenital Talipes Equinovarus in Kutch District, Gujarat by Vishal Pushkarna, Daxesh J Patel, Tej S Rudani

“…The analysis of open-ended responses underscored that a positive relationship with healthcare providers was instrumental in supporting daily adherence and achieving optimal treatment outcomes. Conclusion: The Ponseti method is positively evaluated by families, who generally regard it as an effective treatment despite its inherent challenges. …”
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DrugBERT: a BERT-based approach integrating LDA topic embedding and efficacy-aware mechanism for predicting anti-tumor drug efficacy by Weiwei Zhu, Xiaodong Jiang, Lei Zhang, Peng Zhou, Xinping Xie, Hongqiang Wang

“…Conclusions DrugBERT can help predict the efficacy of antitumor drugs based on clinical text while exhibiting strong generalization capability. …”
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Ghost Module-Enhanced MTCNN: A Lightweight Cascade Framework for High-Accuracy Face Detection in Edge-Deployable Scenarios by Chen Wang, Fen Liu

“…Hardware deployment on FPGA further validates its practical efficacy, achieving a <inline-formula> <tex-math notation="LaTeX">$400\times $ </tex-math></inline-formula> acceleration in convolution operations through optimized parallelization and memory caching. This study enhances the MODEL&#x2019;s ability to detect small-size, multi-angle faces in low light, partially occluded, and noisy environments in complex scenarios, while effectively balancing parameter count and detection accuracy, making it a superior choice for deployment on edge devices.…”
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GeoAT: Geometry-Aware Attention Feature Matching Network by Yan Li, Yingdan Wu, Yang Ming, Yong Zhang, Zhesheng Cheng

“…To address this, we propose a geometry-aware attention-based matching method called GeoAT. This method leverages low-resolution image features to obtain global geometric constraint information between images and uses an affine transformation matrix to guide the subsequent attention computation on high-resolution features, achieving efficient and accurate matching in a coarse-to-fine manner. …”
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Identification of Nanoparticle Agglomeration in Polymer Plates Reinforced with Carbon Nanotubes by Use of Active Thermography and Deep Learning-Based Image Processing by Mazharul Islam, Raihan Sarker

“…An eight-layer DCNN framework was implemented using three different window sizes of 41×41, 51×51, and 61×61 pixels, which was trained using 175,598 segments of images, of which 85% was made available for training, while 15% was used for evaluation. Compared to conventional thermographic inspection methods that rely on manual interpretation, the proposed approach enhances defect detection by combining active infrared imaging with deep learning, providing automated, high-resolution classification of nanoparticle agglomeration zones for more accurate and scalable evaluation of nanocomposites.…”
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Dynamic allocation of regional shared parking spaces based on assignment problem model by Shuo Zheng, Ruijun Guo

“…The weights of these three indices are calculated using the entropy weight method, and subsequently, the parking cost matrix is derived through linear weighting. …”
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Comparison efficacy and safety of acupuncture and moxibustion therapies in breast cancer-related lymphedema: A systematic review and network meta-analysis. by Yawen Xu, Jiangxuan Yu, Rui Shen, Xueqi Shan, Wenlu Zhou, Junjie Wang

“…In particular, needle-warming moxibustion (NWM) could be the optimal acupuncture and moxibustion method for improving clinical effectiveness and reducing the degree of swelling of affected limbs.…”
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Choice of Norm for Evaluating Trade–Off Solutions in Multi–Criteria Optimisation Problems in the Control of Complex Objects by Zak Bogdan

“…The first is the selection of a number of sub-criteria such that their importance, number, and order correspond to the modelled decision-making situation, while the second is the choice of the solution method to ensure its optimality with respect to individual subcriteria. …”
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CHRONIC CERVICITIS AND HPV-INFECTION IN REPRODUCTIVE PERIOD. ROUTS TO DECREASE DIAGNOSTIC AND TREATMENT AGRESSION by T. S. Kachalina, N. M. Shakhova, O. V. Kachalina, D. D. Eliseyeva

“…These methods optimize non-invasive diagnostics of HPV-related precancerous cervicitis as its early indicators. …”
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Study on the propagation law of hydraulic fractures in heterogeneous permeability reservoirs. by Linhao Zou, Yinao Su, Xingsheng Xu, Wei Li, Huan Zhao, Mingxiu Zhang, Shengjie Jiao

“…The development of unconventional oil and gas resources is increasingly shifting toward heterogeneous reservoirs with complex permeability distributions, making the effective control of hydraulic fracture propagation patterns critical for optimizing production. To this end, this study establishes a 3D multilayered heterogeneous reservoir model using the finite element method to analyze fracture mechanisms. …”
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Infectious Complications after Haploidentical Hematopoietic Stem Cells Transplantation in Patients with High-Risk Tumors of Hematopoietic and Lymphoid Tissues: A Single-Center Expe... by YuS Osipov, SS Bessmeltsev, GN Salogub, VV Ivanov, ES Mikhailov, NA Zhukova, AV Chechetkin

“…The second group (n = 35) received haplo-HSCT on reaching the optimal pretransplant status (“non-salvage”). Results. …”
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Update on Retinoblastoma Therapies by Cristina A. Martínez Arce, Victor M. Villegas, Maura Di Nicola, Basil K. Williams, Timothy G. Murray

“…Each strategy may be tailored to tumor and patient characteristics that may help optimize outcomes. Recent innovations like liquid biopsy, prenatal diagnosis, prognostic biomarkers, and new surgical methods, such as tylectomy and chemoplaque, are paving the way for more personalized care. …”
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Sidewall Profile Dependent Nanostructured Ultrathin Solar Cells With Enhanced Light Trapping Capabilities by Tangyou Sun, Jie Tu, Le Cao, Tao Fu, Qi Li, Fabi Zhang, Gongli Xiao, Yonghe Chen, Haiou Li, Xingpeng Liu, Zhiqiang Yu, Yue Li, Wenning Zhao

“…Theoretical studies of ultra-thin silicon solar cells with cylindrical, conical and parabolic surface nanostructures inherited from natural self-assembled anodic alumina oxide (NSA-AAO) were performed by finite-difference time-domain (FDTD) method. All nanostructured solar cells obtained an optimized efficiency enhancement as high as more than 33&#x0025; comparing with that of the anti-reflective (AR) one. …”
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Coconut: covariate-assisted composite null hypothesis testing with applications to replicability analysis of high-throughput experimental data by Yan Li, Yanmei Li, Han Ma, Zitong Yue, Xin Zhang

“…Extensive simulations demonstrate that CoCoNuT outperforms conventional methods that do not exploit auxiliary covariates while controlling the FDR. …”
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Comparing the impacts of different exercise interventions on patients with type 2 diabetes mellitus: a literature review and meta-analysis by Shuangtao Xing, Yifan Zhang, Yanjiao Chen, Shijie Feng, Yiqing Zhang, Paulo Moreira, Paulo Moreira

“…ObjectiveExercise interventions are a recommended method of diabetes management through which patients can achieve blood glucose control, increase muscle volume, and improve insulin sensitivity, while also improving blood lipids, blood pressure, and cardiovascular health. …”
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IORT for early-stage, low-risk breast cancer: Outcomes from a prospective, observational study by Amalia Palacios-Eito, María del Carmen Moreno-Manzanaro, María Espinosa-Calvo, Fátima Ginés-Santiago, Juan Adrián Camús-Martínez, Ángel Calvo-Tudela, Pilar Rioja-Torres, Sara Romero-Martín, José Antonio Miñano-Herrero, Gustavo R. Sarria, Sonia García-Cabezas

“…This study reports on oncological outcomes in a real-world clinical setting and contributes to the understanding of its optimal indication. Methods: Five-hundred patients planned for breast-conserving surgery (BCS) were screened for IORT between June 2017 and December 2023, within this prospective, observational, single-center. …”
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Unsupervised Process Anomaly Detection and Identification Using the Leave-One-Variable-Out Approach by Jacob A. Farber, Ahmad Y. Al Rashdan

“…However, the comparative methods required selecting a latent size, and these conclusions pertain to using the optimal size. …”
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