Analysis of the Risks Associated with the Functions of a Pharmacy Cleaner in Pharmaceutical Compounding by E. A. Voronina, M. G. Eliseeva, A. E. Potapova, N. V. Vorobyova, S. N. Egorova

“…The risk analysis identified 45 potential failure modes for the functions of a pharmacy cleaner. …”
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GeneCOCOA: Detecting context-specific functions of individual genes using co-expression data. by Simonida Zehr, Sebastian Wolf, Thomas Oellerich, Matthias S Leisegang, Ralf P Brandes, Marcel H Schulz, Timothy Warwick

“…This approach does not cater to analyses focused on a single gene-of-interest, particularly when the gene lacks prior functional characterization. To address this, we formulated GeneCOCOA, a method which utilizes context-specific gene co-expression and curated functional gene sets, but focuses on a user-supplied gene-of-interest (GOI). …”
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Brainwide Analysis of Functional Connectivity Patterns in Specific Phobia and Its Treatment by Markus Muehlhan, Judith Schäfer, Kevin Hilbert, Esther Seidl, Katja Beesdo-Baum

“…While previous studies were limited to a priori–defined brain regions, we used connectome-wide analyses to capture the full extent of altered functional connectivity. Methods: We used functional magnetic resonance imaging in combination with hypothesis-free, data-driven functional connectivity multivariate pattern analysis (fc-MVPA) to identify differences between 72 individuals with SP and a nonphobic control group (CG) (n = 82). …”
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Brain Functional Connectome Gradients Analysis Study of Chronic Back Pain by YANG Junchao, YIN Xiaolong, HUANG Li, JIANG Feng, LI Zuanfang, LIANG Shengxiang

“…ObjectiveThe aim of this study was to investigate the relationship between changes in functional network hierarchy and pain in patients with chronic back pain (CBP) by analyzing the differences in functional network connectivity gradients between the CBP group and the healthy control group.MethodsData (including basic clinical information such as VAS scores, years of pain, and resting functional MRI images) from the patients with CBP and healthy controls (HC) were obtained from the OpenPain database. …”
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Instantaneous Metabolic Energetics: Data-Driven Modeling Using Function-Based Surrogates and Gradient Boosting by Christopher Buglino, William Z. Peng, Stacy Ashlyn, Hyunjong Song, Howard J. Hillstrom, Joo H. Kim

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Predictions of Spartina alterniflora leaf functional traits based on hyperspectral data and machine learning models by Wei Li, Xueyan Zuo, Zhijun Liu, Leichao Nie, Huazhe Li, Junjie Wang, Zhiguo Dou, Yang Cai, Xiajie Zhai, Lijuan Cui

“…Here, we examined the relationship between 11 leaf functional traits of S. alterniflora and hyperspectral data and investigated the feature bands through importance score analysis. …”
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Functional and structural analysis of missense variants in the human PDCD1 Gene by Hanâ Baba, Meryem Bouqdayr, Anass Abbad, Asmae Saih, Benson R. Kidenya, Mohamed A. Sesay, Simpson Addo, Lahcen Wakrim, Anass Kettani

“…Background: Programmed death-1 (PD-1) is an immune checkpoint receptor that regulates T-cell function by modulating and terminating immune responses. …”
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fMRI Analysis on Electroacupuncture on Tongli Acupoint in Healthy People by Lin LU, Wanzhang YANG, Yunhai QIU, Liping YE, Linling LI

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Method of load balancing for computer cluster of data processing center by N. Yu. Bratchenko, V. P. Mochalov, I. S. Palkanov

“…The article presents a description of the load balancing method for a computing cluster of a data processing center (DPC), which is based on a probabilistic approach to proactive forecasting of packet traffic states, formed on the basis of the results of its statistical, nonlinear and spectral analysis. …”
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METHOD OF LOAD BALANCING FOR COMPUTER CLUSTER OF DATA PROCESSING CENTER by N. Yu. Bratchenko, V. P. Mochalov, I. S. Palkanov

“…The article presents a description of the load balancing method for a computing cluster of a data processing center (DPC), which is based on a probabilistic approach to proactive forecasting of packet traffic states, formed on the basis of the results of its statistical, nonlinear and spectral analysis. …”
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Cluster Optimization for Exponential, Right-Triangular, and Uniformly Distributed Data by Gabiriele Bulivou, Karuna G. Reddy, M. G. M. Khan

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Short-Term Energy Consumption Forecasting Analysis Using Different Optimization and Activation Functions with Deep Learning Models by Mehmet Tahir Ucar, Asim Kaygusuz

“…Modelling events that change over time is one of the most difficult problems in data analysis. Forecasting of time-varying electric power values is also an important problem in data analysis. …”
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Unveiling the Essence of Gastronomy: A Data-Driven Exploration of Culinary Expertise in the Nordic Region by Cheryl Marie Cordeiro, Nataliya Berbyuk Lindström

“…This study addresses these challenges by employing automated content analysis (ACA), including tools like VOSViewer and AntConc, alongside qualitative methods from systemic functional linguistics (SFL). …”
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Mediation analysis of depressive symptoms in the relationship between pulmonary function (measured by peak expiratory flow) and cognitive function among older adults in Chinese. by Chui-Yu Li, Hui-Rong Hu, Xiao-Qi Zhang, Yu-Mei Lin, Zhi-Yuan Chen

“…<h4>Results</h4>Spearman correlation analysis showed that PEF was positively correlated with cognitive function (r = 0.20, P < 0.001) and negatively correlated with depressive symptoms (r = -0.15, P < 0.001). …”
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Evidence-Based Bibliometric Analysis of Acupuncture in Functional Dyspepsia: Clinical Efficacy and Research Trends by Wei X, Jia X, Su X

“…XinJing Wei,1,&ast; XiaoFei Jia,2,&ast; XiaoLan Su3 1Geriatrics Department of Beijing Chaoyang District Hospital of Traditional Chinese Medicine, Beijing, 100020, People’s Republic of China; 2Gastrointestinal Endoscopy Room, Eastern Area of Dongzhimen Hospital of Beijing University of Chinese Medicine, Beijing, 101121, People’s Republic of China; 3Wangjing Hospital of CACMS, Gastroenterology of Spleen and Stomach Diseases, Beijing, 100102, People’s Republic of China&ast;These authors contributed equally to this workCorrespondence: XinJing Wei, Geriatrics department of Beijing Chaoyang District Hospital of Traditional Chinese Medicine, No. 6 Gongti South Road, Chaoyang District, Beijing, 100020, People’s Republic of China, Email wxinjing@yeah.net XiaoLan Su, Wangjing Hospital of CACMS, Gastroenterology of spleen and stomach diseases, No. 6 Wangjing Zhonghuan South Road, Chaoyang District, Beijing, 100102, People’s Republic of China, Email suxiaolan_xl@21cn.comObjective: The method of bibliometric analysis was used to visualize the literature data of the current research on acupuncture treatment of functional dyspepsia.Methods: By using the bibliometrix package in R4.4.1, all the research literatures related to acupuncture and moxibustion treatment of functional dyspepsia in the WOS core database were used, and the data visualization analysis of the retrieved research literatures was carried out.Results: A total of 489 research literatures on acupuncture treatment of functional dyspepsia were screened out. …”
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Peer Review of “Advancing Early Detection of Major Depressive Disorder Using Multisite Functional Magnetic Resonance Imaging Data: Comparative Analysis of AI Models” by Anonymous

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Peer Review of “Advancing Early Detection of Major Depressive Disorder Using Multisite Functional Magnetic Resonance Imaging Data: Comparative Analysis of AI Models” by Anonymous

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Peer Review of “Advancing Early Detection of Major Depressive Disorder Using Multisite Functional Magnetic Resonance Imaging Data: Comparative Analysis of AI Models” by ­ Anonymous

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Altered Effective Connectivity of the Attentional Network in Temporal Lobe Epilepsy with EEG Data by Xiaojie Wei, Haojun Yang, Ruochen Dang, Bingliang Hu, Li Feng, Yuanyuan Xie, Quan Wang

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Enhancing Cognitive Workload Classification Using Integrated LSTM Layers and CNNs for fNIRS Data Analysis by Mehshan Ahmed Khan, Houshyar Asadi, Mohammad Reza Chalak Qazani, Adetokunbo Arogbonlo, Siamak Pedrammehr, Adnan Anwar, Hailing Zhou, Lei Wei, Asim Bhatti, Sam Oladazimi, Burhan Khan, Saeid Nahavandi

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