How machine learning on real world clinical data improves adverse event recording for endoscopy by Stefan Wittlinger, Isabella C. Wiest, Mahboubeh Jannesari Ladani, Jakob Nikolas Kather, Matthias P. Ebert, Fabian Siegel, Sebastian Belle

“…Accurate and comprehensive documentation is crucial for enhancing patient safety and optimizing clinical outcomes; however, adverse events remain underreported. …”
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Preparation of losartan loaded starch nanoparticles by high-speed shear-inverse miniemulsion method by DUAN Chao, ZHANG Kun-ming, HUANG Yong-chun, ZHENG Jian-bin, TANG Xiang-yi

“…Under the control of these conditions, the minimum size of nanoparticles was 755.2 nm, and the yield reached 69.5%. …”
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Influence mechanism of cooling time on the shutdown purge process in proton exchange membrane fuel cells by Yang Chao, Houyu Wei, Zhenya Zhang, Xuewei Li, Jiean Tian

“…Considering practical system operation, economics, and safety, a cooling duration of 150 s is recommended. This optimized thermal control strategy provides crucial technical support for enhancing fuel cell performance and durability.…”
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Impact of Some Parameters on the Survival and Proliferation of Foodborne Pathogens: Escherichia coli, Bacillus subtilis, Staphylococcus aureus, and Streptococcus pyogenes by Hassan Agha, Ahmed Bashir Sanaalla, Muhanad Abdullah Salim Abdulsamad, Maroua abderrahmane Salhi, Ghada Abdu-Razzaq Mohammad, Abdulmutalib Alabeed Alkamil Allaq

“…This study aims to investigate the impact of several nutritional and environmental parameters on the growth of Escherichia coli, Bacillus subtilis, Staphylococcus aureus, and Streptococc pyogenes in both model systems and food. The specific impact of temperature, pH, and UV light stress on pathogens.Applying physical stress on microorganisms is a standard method to induce cell inactivation and promote food stability.This study found that the optimal temperature for the growth of these pathogens is between 30°C and 50°C. …”
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Single-shot readout of the nuclear spin of an on-surface atom by Evert W. Stolte, Jinwon Lee, Hester G. Vennema, Rik Broekhoven, Esther Teng, Allard J. Katan, Lukas M. Veldman, Philip Willke, Sander Otte

“…Therefore, detailed knowledge of and control over the atomic environment of a nuclear spin is key to optimizing conditions for quantum information applications. …”
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Impact of the acute national blood culture bottle shortage on the two-set blood culture rate in a single center in Japan: Insights from an interrupted time-series analysis by Tetsuji Morishita, Masao Kuwabara, Masayoshi Monji, Shin Lee, Makoto Hayashi, Hisashi Tsurumi, Hidetoshi Matsunami

“…A Poisson segmented regression model was employed, with the shortage period as the breakpoint. …”
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Retention of locally injected human iPS cell-derived cardiomyocytes into the myocardium using hydrolyzed gelatin by Jun Iida, Kazuki Kotani, Kozue Murata, Keisuke Hakamada, Wusiman Maihemuti, Yoshinobu Mandai, Yosuke Hiraoka, Kenji Minatoya, Hidetoshi Masumoto

“…In a rat myocardial infarction model, hiPSC-CMs suspended in 20% HG resulted in the highest cell retention. …”
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Short-Wave Near-Infrared Spectrometer for Alcohol Determination and Temperature Correction by Qingbo Fu, Jinming Wang, Guannan Lin, Hui Suo, Chun Zhao

“…And the analysis procedure was simple and fast, allowing a strict control of alcohol content in the wine industry.…”
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Design of and Experiment with a Dual-Arm Apple Harvesting Robot System by Wenlei Huang, Zhonghua Miao, Tao Wu, Zhengwei Guo, Wenkai Han, Tao Li

“…First, the paper introduces the integration of the robot’s hardware and software systems, as well as the control system architecture, and describes the robot’s workflow. …”
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Investigating the active components and mechanistic effects of Forsythia suspensa Leaf against RSV via the PI3K/Akt-NLRP3 pathway by Xiaoxue Wang, Weilian Ren, Ping Wang, Li Dong, Haitao Du, Na Li, Guixia Liu, Ru Zhang, Lin Wang, Tiefeng Sun

“…Methods: Firstly, we established the BALB/c mouse model of RSV infection, assessed the in vivo anti-RSV efficacy, and determined the optimal dosage of FSL and its active components. …”
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Assessing the Impact of Bedaquiline, Clofazimine, and Linezolid on Mycobacterial Genome Integrity by Dániel Molnár, Éva Viola Surányi, Nikoletta Gálik, Judit Tóth, Rita Hirmondó

“…Understanding the molecular changes these drugs induce is essential for optimizing TB therapy. To contribute to this effort, we investigated their impact on genome maintenance and stability using <i>Mycobacterium smegmatis</i> as a model organism. …”
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On the effect of draft tube rod protrusion on runner blade stress fatigue of single-regulated axial turbines by Shahab Shiraghaee, Joel Sundström, Erik Olsson, Mehrdad Raisee, Michel J. Cervantes

“…The proposed adjustable flow control technique effectively reduced the runner damage, particularly at lower loads where reductions as high as 70% were obtained. …”
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Overlapping Community Detecting Based on Complete Bipartite Graphs in Micro-Bipartite Network Bi-Egonet by Furong Chang, Bofeng Zhang, Yue Zhao, Songxian Wu, Kenji Yoshigoe

“…It plays an important role in information recommendation and public opinion control. Bipartite network, as a special complex network, reflects the characteristics of a kind of network in our life truly and objectively. …”
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Privacy-Preserving Image Retrieval and Sharing in Social Multimedia Applications by Zongye Zhang, Fucai Zhou, Shiyue Qin, Qiang Jia, Zifeng Xu

“…To handle such huge amount of images, an optimal solution is using the public cloud, since it has powerful storage capability. …”
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Thermochemical conversion of waste hemp textiles into hierarchical porous carbons for CO2 capture: Kinetic insights and structure–property relationships by Zihan Wang, Tianxin Li, Boling Song, Shoujun Liu, Sha Li

“…The 800 °C-derived carbon exhibited optimal CO2 adsorption, directly correlating with its microporous dominance (<1 nm, 78% contribution). …”
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Spatiotemporally Heterogeneous Effects of Urban Landscape Pattern on PM_2.5: Seasonal Mechanisms in Urumqi, China by Xingchi Zhou, Yantao Xi, Shuangqiao Wang, Yuanfan Zhang

“…This study selected four landscape metrics and four control variables, developed a geographically and temporally weighted regression (GTWR) model, and examined the spatiotemporal and seasonal effects of ULP on PM_2.5 concentrations in the central urban area of Urumqi (CUA) from 2003 to 2023. …”
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Review of Spot Electricity Price Prediction Studies Based on Machine Learning Methods by JIA Heping, GUO Yuchen, MA Qianxin, YANG Zhenglin, ZHENG Yaxian, ZENG Dan, LIU Dunnan

“…In addition， based on the characteristics of data labeling， feature extraction and data flow control， the research status of various machine learning prediction models was summarized， and the characteristics and applicability of different prediction models were analyzed. …”
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Application of single-cell sequencing technology to the study of embryonic developmental toxicity of emerging contaminants: Progress and perspectives by Weizhao CAO, Yunhui ZHANG

“…However, challenges remain, including dataset bias, batch effects, and developmental differences between humans and model organisms. Future research should focus on optimizing data analysis methods, integrating multi-omics sequencing data, and exploring the use of human organoid models in toxicological studies. …”
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Аdaptive broadband low-noise RF amplifier by I. Yu. Malevich, P. V. Zayats

“…In order to check the functional and technical characteristics of the synthesized ABLNRFA and optimize its parameters, a model was developed and studied in the ADS environment. …”
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Predictors of unfavourable treatment outcomes for HIV-associated MDR-TB in patients with viral hepatitis C by A. V. Kukurika

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