Mechanism of Inflammation Regulation of α7nAChR in Spleen and Spinal Dorsal Horn of Mice with Paclitaxel-induced Neuropathic Pain by Electroacupuncture on Zusanli Acupoint by PANG Lina, LAN Yanyan, WANG Zhifu, CHEN Xiaomei, YU Xiangmei

“…ObjectiveTo investigate the effect of electroacupuncture on Zusanli acupoint on the inflammatory changes of α7 nicotinic acetylcholine receptor (α7nAChR) in spleen and spinal dorsal horn of mice with paclitaxel-induced neuropathic pain (PINP) .MethodsA total of sixty adult male C57BL/6 mice with the body weight of 18-22 g were selected and randomly divided into control group, model group, electroacupuncture group, intraperitoneal antagonist group and intrathecal antagonist group according to random number table, with 12 mice in each group. …”
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Abnormality in optimal forest management by indigenous people in deforestation by A. Mutolib, Y. Yonariza, A. Rahmat

“…Deforestation is considered to be a random and unstructured process that does not involve indigenous people.  …”
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Optimasi Convolutional Neural Network Untuk Deteksi Covid-19 pada X-ray Thorax Berbasis Dropout by I Gede Totok Suryawan, I Putu Agus Eka Darma Udayana

“…This method will force the system to learn using the shortest route by eliminating some nodes at random. Then, this architecture was tested on chest X-ray data of COVID-19 survivors and compared with other architectures that both used a deep learning approach. …”
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Prevalence of dyslipidemia and its influencing factors among adult residents in Hebei province: a cross-sectional survey by Qianyu LI, Yajing CAO, Lijuan TANG, Yuhuan LIU, Xiaoying LU, Qi QI, Shifan WANG, Xiaoli LIU, Ze CUI

“…MethodsFrom September 2020 to June 2021, 12 187 permanent residents aged ≥ 18 years were recruited from 60 rural villages/urban communities in 10 counties/districts of Hebei province using a stratified multistage random sampling method and underwent in-person questionnaire interview, physical examination, and laboratory tests. …”
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Feasibility and usefulness of Gini coefficients of primary care visits as a measure of service inequality: preliminary findings from a cross-sectional study using region-wide elect... by Xin Yang, Jing Chai, Jing Cheng, DeBin Wang, XingRong Shen, Rong Liu, ManMan Lu, Jia Xu, Ningjing Yang, Guocheng Li

“…It first extracted a random sample of 7.09 million primary care records from 1 October 2019 to 31 December 2021. …”
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RADAR-AD: assessment of multiple remote monitoring technologies for early detection of Alzheimer’s disease by Manuel Lentzen, Srinivasan Vairavan, Marijn Muurling, Vasilis Alepopoulos, Alankar Atreya, Merce Boada, Casper de Boer, Pauline Conde, Jelena Curcic, Giovanni Frisoni, Samantha Galluzzi, Martha Therese Gjestsen, Mara Gkioka, Margarita Grammatikopoulou, Lucrezia Hausner, Chris Hinds, Ioulietta Lazarou, Alexandre de Mendonça, Spiros Nikolopoulos, Dorota Religa, Gaetano Scebba, Pieter Jelle Visser, Gayle Wittenberg, Vaibhav A. Narayan, Neva Coello, Anna-Katharine Brem, Dag Aarsland, Holger Fröhlich, on behalf of RADAR-AD

“…Additionally, we employed four machine learning classifiers – Logistic Regression, Decision Tree, Random Forest, and XGBoost – using a nested cross-validation approach to assess the discriminatory capabilities of the RMTs. …”
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Leveraging RRT^*: Probabilistically Interpreted Mechanisms Enhanced With P-HOPE and FLEX-OPT for Complex Path Planning by Yujie Miao, Haiyang Liu, Ziqiang Zhang, Yanju Liang

“…The Rapidly-exploring Random Tree<inline-formula> <tex-math notation="LaTeX">$^{\ast }$ </tex-math></inline-formula> (RRT<inline-formula> <tex-math notation="LaTeX">$^{\ast } $ </tex-math></inline-formula>) algorithm is widely used for its probabilistic completeness. …”
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Cardiovascular disease risk in cancer survivors: a population-based cohort study from the UK Biobank, and meta-analysis of cohort studies by Hong Li, Yazhou He, Zubing Mei, Hong Wu, Yang Shen, Ziqiang Wang, Jichun Zhao, Chuan Xu, Yanhong Zhou, Chi Shu, Botao Yu, Xiran Wang, Changtao Li, Yiqiang Liu

“…We then systematically searched Pubmed, Embase and Cochrane Library to retrieve previous cohorts. Random-effect meta-analysis was performed to pool relative risk estimates. …”
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Eye Collateral Channel Characteristic Analysis and Identification Model Construction of Mild Cognitive Impairment by WU Tiecheng, CAO Lei, YIN Lianhua, HE Youze, LIU Zhizhen, YANG Minguang, XU Ying, WU Jinsong

“…The study data of 316 cases were then randomly divided into 80% training set and 20% validation set. …”
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Sexual and reproductive health awareness and practices among adolescents and adults in a rural farming community in Baja California, Mexico: a quantitative and qualitative cross-se... by Cristina Espinosa da Silva, Margarita Santibanez, Adrienne RS Lee, Lorena S Pacheco, Stephanie Brodine, Miguel A Fraga, Taylor B Desmarais, Noe C Crespo, Javier Martínez Hernandez, Marianne McKennett, Richard S Garfein

“…Quantitative data collection occurred in November 2018 and April 2019 using convenience sampling in a community clinic and random sampling for community households. Qualitative data collection occurred in November 2019 via individual interviews and focus group discussions to assess community perspectives about an SRH educational pamphlet developed from quantitative data. …”
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Association Between SHBG Levels and Hypertensive Disorders of Pregnancy: A Systematic Review and Meta‐Analysis by Ajay Malvi, Muhammed Shabil, Mahalaqua Nazli Khatib, Roopashree R, Mandeep Kaur, Manish Srivastava, Amit Barwal, G. V. Siva Prasad, Pranchal Rajput, Rukshar Syed, Kamal Kundra, Vinamra Mittal, Amit Kumar, Pancham Cajla, Ganesh Bushi, Rachana Mehta, Zaid Khan, Prakasini Satapathy, Shilpa Gaidhane, Renu Sah

“…Results were pooled using a random‐effects meta‐analysis in R software (V 4.4), with the I2 statistic assessing heterogeneity. …”
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Hyperspectral estimation of chlorophyll density in winter wheat using fractional-order derivative combined with machine learning by Chenbo Yang, Chenbo Yang, Meichen Feng, Juan Bai, Hui Sun, Rutian Bi, Lifang Song, Chao Wang, Yu Zhao, Wude Yang, Lujie Xiao, Meijun Zhang, Xiaoyan Song

“…Hyperspectral monitoring models for winter wheat ChD were constructed using 8 machine learning algorithms, including partial least squares regression, support vector regression, multi-layer perceptron regression, random forest regression, extra-trees regression (ETsR), decision tree regression, K-nearest neighbors regression, and gaussian process regression, based on the full spectrum band and the band selected by competitive adaptive reweighted sampling (CARS). …”
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Dealing With the Complexity of Effective Population Size in Conservation Practice by Ancuta Fedorca, Joachim Mergeay, Adejoke O. Akinyele, Tamer Albayrak, Iris Biebach, Alice Brambilla, Pamela A. Burger, Elena Buzan, Ino Curik, Roberta Gargiulo, José A. Godoy, Santiago C. González‐Martínez, Christine Grossen, Myriam Heuertz, Sean Hoban, Jo Howard‐McCombe, Maria Kachamakova, Peter Klinga, Viktoria Köppä, Elenora Neugebauer, Ivan Paz‐Vinas, Peter B. Pearman, Laia Pérez‐Sorribes, Baruch Rinkevich, Isa‐Rita M. Russo, Adélaïde Theraroz, Nia E. Thomas, Marjana Westergren, Sven Winter, Linda Laikre, Alexander Kopatz

“…Molecular methods to estimate Ne rely on various assumptions, including no immigration, panmixia, random sampling, absence of spatial genetic structure, and/or mutation‐drift equilibrium. …”
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Acute high-intensity interval exercise is superior to moderate-intensity continuous exercise in enhancing endothelial function and its associated biomarkers in sedentary young indi... by Ziqing Liu, Jinglin Huang, Min Hu, Xuyan Cui, Lu Leng, Kangle Wang, Jiarui Wu, Shan He, Weiji Deng, Peilun Li, Yilin Chen, Dongdong Gao, Haijie Yu, Junhao Huang

“…Methods: Fifteen subjects (10M / 5F; 22 ± 2 years; BMI: 23.07 ± 4.12 kg/m2) participated in a crossover trial including three experimental conditions: HIIE, MICE, and a control session of rest (CON) in random order separated by a 7-day washout period. …”
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The effectiveness of digital technology-based Otago Exercise Program on balance ability, muscle strength and fall efficacy in the elderly: a systematic review and meta-analysis by Zihao He, Hua Wu, Guanggao Zhao, Yiming Zhang, Chao Li, Yachen Xing, Anjie Xu, Junchao Yang, Ronghui Wang

“…Results Twelve articles were included from the literature, including 10 randomized controlled trials, one single-group quasi-experimental study, and one case report. …”
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Characterization of the Collagen Extraction Manufacturing Process Using Markov Chains and Artificial Neural Networks by Rosa Trasvina-Osorio, Sergio Alonso-Romero, Juan de Anda-Suarez, Valentin Calzada-Ledesma, Javier Yanez-Mendiola, Luis Fernando Villanueva-Jimenez, Erick Rojas-Mancera

“…The SD of empirical validation of MCMC-ANN were 1.7890, 0.2051 and 0.0919 for three random points. The product of this research is a four-dimensional predictive model that estimates the yield with decreasing material, energy resources, and the time required for the collagen extraction process from the skin waste of tilapia. …”
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Coronavirus Disease 2019-Related Multisystem Inflammatory Syndrome in Children: A Systematic Review and Meta-Analysis by Ji-Gan Wang, Zhi-Juan Zhong, Meng Li, Jun Fu, Yu-Heng Su, You-Min Ping, Zi-Ji Xu, Hao Li, Yan-Hao Chen, Yu-Li Huang

“…Using R3.6.3 software, meta-analyses of random- or fixed-effects models were used to determine the prevalence of comorbidities. …”
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Social-ecological perspective on the suicidal behaviour factors of early adolescents in China: a network analysis by Xueying Zhang, Yuan Li, Juan Chen, Peiying Li, Mengyuan Yuan, Yonghan Li, Gengfu Wang, Puyu Su

“…Identifying modifiable risk factors during this critical phase is a priority to inform effective suicide prevention strategies.Aims To explore the risk and protective factors of suicidal behaviours (ie, suicidal ideation, plans and attempts) in early adolescence in China using a social-ecological perspective.Methods Using data from the cross-sectional project ‘Healthy and Risky Behaviours Among Middle School Students in Anhui Province, China’, stratified random cluster sampling was used to select 5724 middle school students who had completed self-report questionnaires in November 2020. …”
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Discontinuation of immune checkpoint inhibitors for reasons other than disease progression and the impact on relapse and survival of advanced melanoma patients. A systematic review... by Konstantinos Lallas, Eftychia Chatziioannou, Derya Durak, Georg Frey, Lina Maria Serna-Higuita, Marie-Lena Rasch, Athanassios Kyrgidis, Eleni Timotheadou, Zoe Apalla, Ulrike Leiter, Lukas Flatz, Lukas Flatz, Aimilios Lallas, Teresa Amaral, Teresa Amaral

“…Relapse rates (RRs) post cessation, time to PD, rechallenge and disease control rate (DCR) after 2nd course were the main outcomes. Random-effects models were preferred, and subgroup and sensitivity analyses were conducted to investigate possible sources of heterogeneity.Results38 and 35 studies were included in qualitative and quantitative synthesis, respectively. …”
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Effect of Ginkgolide B on Non-Alcoholic Fatty Liver Disease based on Notch Signaling Pathway by Hong YU, Junzi WU, Bo SONG, Jun LI

“…After successful modeling, the experiment group were randomly divided into the model group, the simvastatin group, the ginkgolide B low, medium and high dose group, with 10 cases in each group. …”
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