Hybrid Graph Representation and Learning Framework for High-Level Synthesis Design Space Exploration by Pouya Taghipour, Eric Granger, Yves Blaquiere

“…Optimizing hardware accelerators in high-level synthesis (HLS) relies on design space exploration (DSE), which involves experimenting with different pragma options and trading off hardware cost and performance metrics (HCPMs) to identify Pareto-optimal solutions. …”
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Strategic Spatial Planning of Territorial Communities to achieve the Sustainable Development Goals by Сергій Бортник, Тетяна Лаврук, Віліна Пересадько

“…It is especially important to integrate scientific natural research into educational programs for training specialists in spatial planning, which include the study of geodiversity, the evolution of natural and cultural landscapes, methods of creating nature conservation areas, the formation of eco-networks, as well as the introduction of innovative technologies in land use and various branches of the national economy. …”
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Endovascular Treatment of Patients with Acute Ischemic Stroke Caused by Tandem Lesions of the internal Carotid Artery by A. G. Faybushevich, H. V. Galustyan, V. M. Sysoev, E. A. Gitelzon, M. V. Chernyaev

“…The incidence of tandem internal carotid artery (ICA) lesions, according to various sources, is 15–30% of all ischemic strokes (IS) caused by occlusion of a large intracranial artery. …”
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Comparative analysis of Sentinel-2 and PlanetScope imagery for chlorophyll-a prediction using machine learning models by Eden T. Wasehun, Leila Hashemi Beni, Courtney A. Di Vittorio, Christopher M. Zarzar, Kyana R.L. Young

“…This study contributes valuable insights into the difference between two satellite sensors with varying spatial resolution in assessing inland water quality and offers a comparative analysis of multiple inversion methods. The outcomes of our research provide guidance for enhancing inland water quality monitoring practices on small water bodies, emphasizing the importance of selecting optimal inversion models based on satellite data sources. …”
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How spatial resolution mediates canopy spectral diversity as a proxy for marsh plant diversity by Yi Fu, Yunlong Yao, Lei Wang, Huaihu Yi, Yuanqi Shan

“…Furthermore, resampling methods were found to produce lower accuracy in estimating species diversity compared to UAV data acquired on-site. …”
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Effect of Periodic Fluctuations of Cutting Mode Parameters on the Temperature of the Front Face of a Turning Tool by E. V. Fominov, V. E. Gvindjiliya, A. A. Marchenko, C. G. Shuchev

“…However, few works consider uncontrolled periodic disturbances, whose sources are spindle units and the supporting system of the machine. …”
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U-Pb age characteristics of detrital zircon and provenance analysis of a Middle Miocene submarine fan in the Qiongdongnan Basin by Shengli GONG, Zhuoyu YAN, Baiqiang LI, Tongyao ZHANG, Turong WU, Junfeng PENG, Lei ZHENG, Dongfeng ZHANG, Xiangsheng HUANG, Chengfei LUO, Ren WANG

“…Methods In this paper, the detrital zircon U-Pb age spectrum characteristics of drilling cores from the middle Miocene submarine fan in the Qiongdongnan Basin were analysed and compared with the U-Pb ages of zircons from potential provenance areas to determine the source of submarine fans in the study area. …”
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Cystic Artery Bleeding: Imaging Insights and Systematic Review of Endovascular Management by Francesco Tiralongo, Davide Giuseppe Castiglione, Rosita Comune, Stefano Palmucci, Chandra Bortolotto, Fiore De Simone, Filomena Pezzullo, Giovanni Ferrandino, Giacomo Sica, Paolo Ricci, Mariano Scaglione, Antonio Basile, Stefania Tamburrini

“…Methods: This pictorial essay highlights key imaging findings in CAB and pseudoaneurysms, emphasizing the role of ultrasound, CT, and digital subtraction angiography (DSA) in diagnosis and management planning. …”
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The Attitudes Toward Polypharmacy and Willingness to Deprescribe Among Patients with Multimorbidity in Rural Areas of Shandong Province in China: A Cross-Sectional Study by Liu X, Zhao Y, Da T, Zhang S, Wang H, Li H

“…This study aims to capture the attitude of patients with multimorbidity towards deprescribing in rural China and to ascertain whether individual characteristics were linked to these attitudes.Patient and Methods: A cross-sectional study employing the validated Patients’ Attitudes Towards Deprescribing (PATD) questionnaire was performed in rural regions of Eastern China. …”
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Analysis of Temperature Characteristics of Electrolytic-Plasma Discharge in Jet Processing of a Metal Anode by A. I. Popov, V. I. Novikov, D. N. Ivanov, I. A. Kozyrskiy

“…The lack of comprehensive studies of the temperature characteristics of jet EPD limits the optimization of processes. The research objective is to determine the distribution of temperatures and heat flows in the system “jet electrolytic cathode — metal anode” under various processing conditions.Materials and Methods. …”
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Medical and Social Peculiarities of the Health Condition of Pupils of Lviv and Lviv Region by Nyankovskyy S., Iatsula M., Senkevich O., Pasichnuk I., Kulik I.

“…The results of numerous studies show that the source of the differences in adult health should be sought in their childhood. …”
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Toward a unified gait freeze index: a standardized benchmark for clinical and regulatory evaluations by Alessandro Schaer, Henrik Maurenbrecher, Carlo Mangiante, Roman Sobkuliak, Kathrin Müsch, Paula Sanchez Lopez, Eduardo Martin Moraud, Eduardo Martin Moraud, Olgac Ergeneman, George Chatzipirpiridis

“…Freezing of Gait (FOG) is a disabling motor symptom that affects a majority of individuals with advanced Parkinson's disease, severely limiting mobility, independence, and quality of life. Automatic methods for detecting FOG using the freeze index (FI) have been widely proposed to systematically monitor FOG in real life and guide therapy optimizations. …”
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Applying Software Metrics to RNN for Early Reliability Evaluation by Hao Zhang, Jie Zhang, Ke Shi, Hui Wang

“…Based on this, a framework is proposed to evaluate overall reliability for actual projects, in which algebraic tools are introduced to build the structural reliability model automatically and accurately. Studies in two open-source projects show that early evaluation results based on this framework are effective and the related methods have good applicability.…”
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The development of spontaneous intermuscular bleeding in patients with a new coronavirus infection in an infectious disease hospital by E. M. Nesvit, K. V. Medvedev, A. A. Erofeev, M. A. Protchenkov

“…The paper investigates the effectiveness of instrumental diagnostics – computed tomography in vascular mode is recognized as the optimal method, which helps to identify not only the location of the hematoma, but also in some cases its source. …”
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Isolation and Comprehensive Analysis of Cochlear Tissue‐Derived Small Extracellular Vesicles by Pei Jiang, Xiangyu Ma, Xinlin Wang, Jingyuan Huang, Yintao Wang, Jingru Ai, Hairong Xiao, Mingchen Dai, Yanqin Lin, Buwei Shao, Xujun Tang, Wei Tong, Zixuan Ye, Renjie Chai, Shasha Zhang

“…Currently, studies on the role of sEVs in the cochlea have relied on studying sEVs from in vitro sources. This study evaluates three cochlear tissue digestion and cochlear tissue‐derived sEV (CDsEV) isolation methods, and first proposes that the optimal approach for isolating CDsEVs using collagenase D and DNase І combined with sucrose density gradient centrifugation. …”
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Blind super-resolution network based on local fuzzy discriminative loss for fabric data augmentation by Ning Dai, Xiaohan Hu, Kaixin Xu, Xudong Hu, Yanhong Yuan, Bo Cao, Luhong Shi

“…In the field of fabric defect detection, the development of algorithms has been hindered by issues such as poor quality and limited quantity of open-source datasets. Traditional data augmentation methods offer limited improvements in model performance, while generative data augmentation methods are plagued by difficulties in training generative models, susceptibility to artifacts, and the need for re-labeling. …”
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A robust multi-scale clustering framework for single-cell RNA-seq data analysis by Songrun Jiang, Chunyan Wang, Qiucheng Sun, Zhi Zhang

“…To address these challenges, we introduce a new method, single-cell Multi-Scale Clustering Framework (scMSCF), which combines multi-dimensional PCA for dimensionality reduction, K-means clustering, and a weighted ensemble meta-clustering approach, enhanced by a self-attention-driven Transformer model to optimize clustering performance. scMSCF constructs an initial clustering framework using a multi-layer dimensionality reduction strategy to establish a robust consensus on clustering structure. …”
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Comparative study of drying techniques on the anti-inflammatory content of bitter leaf simplicia (Vernonia amygdalina Del.) by Yulianida Tamala, Moh. Yani, Illah Sailah, Ernie Halimatushadyah, Trina Ekawati Tallei

“…The IC₅₀ values for the three drying methods were determined to be 25.33 ppm, 61.05 ppm, and 114.25 ppm, respectively. …”
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IRSnet: An Implicit Residual Solver and Its Unfolding Neural Network With 0.003M Parameters for Total Variation Models by Yuanhao Gong

“…To address these issues, this paper first introduces a novel iterative algorithm that is 6 ~ 75 times faster than previous iterative methods. The proposed iterative method converges and converges to the optimal solution. …”
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Synthesis of two isomers of 3-amino-7α-12α-dihydroxy-5β-cholanic acid by D. O. Barsuk, S. M. Kovalenko

“…Methods and results.As the source compound natural cholic acid was used. 3α-amino-7α-12α-dihydroxy-5β-cholanic acid was obtained in high yield and low number of by-products. …”
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