Experience with the use of cladribine tablets in real-life clinical practice: independent analysis of data from 12 Russian clinical centres by A. N. Boyko, V. M. Alifirova, D. V. Pashkovskaya, E. I. Kuchina, S. A. Sivertseva, E. L. Turova, Z. A. Goncharova, O. Yu. Rudenko, Yu. Yu. Pogrebnova, F. A. Khabirov, T. I. Khaibullin, N. N. Babicheva, N. L. Khoroshilova, O. V. Dzundza, O. A. Soldatova, A. N. Belova, G. Е. Sheiko, A. Е. Makarova, N. G. Glavinskaya

“…Exacerbations between the first and second course of cladribine were observed in 36 patients (15.3% of all treated patients), including in almost half of the cases those who were switched from natalizumab (17 exacerbations or 47.2% of all exacerbations, that developed between the first and second course of therapy) and in three cases – from ocrelizumab (8.3 % of exacerbations that developed between the first and second course of therapy, or 60 % of all those switched from ocrelizumab to cladribine). …”
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Prevalence and associated factors of adolescent fatherhood in Ethiopia: A multilevel analysis using the 2016 Ethiopian demographic health survey data. by Misganaw Gebrie Worku, Getayeneh Antehunegn Tesema, Achamyeleh Birhanu Teshale

“…For the associated factors, multilevel logistic regression analysis was conducted to consider the hierarchical nature of the EDHS data. …”
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Community disaster exposure and first onset of depression: A panel analysis of nationally representative South African data, 2008-2017. by Andrew Tomita, Busisiwe P Ncama, Yoshan Moodley, Rashieda Davids, Jonathan K Burns, Tafadzwanashe Mabhaudhi, Albert T Modi, Rob Slotow

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The Impact of the Registration System Reform on Corporate ESG Ratings: An Empirical Analysis Based on Public Data from the Growth Enterprise Market by Lu Guanzhi, Gu Ran, Zhang Xinyue

“…The ESG scores of low- carbon firms have significantly improved, and the “reform of the registration system” has the potential to enhance the overall ESG score of enterprises in developed coastal urban areas. The author provides an in-depth analysis of how the GEM registration system influences enterprise ESG ratings, suggesting that reforming this system could lead to better ESG performance among businesses. …”
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Bidders Recommender for Public Procurement Auctions Using Machine Learning: Data Analysis, Algorithm, and Case Study with Tenders from Spain by Manuel J. García Rodríguez, Vicente Rodríguez Montequín, Francisco Ortega Fernández, Joaquín M. Villanueva Balsera

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Visual search of neuropil-enriched RNAs from brain in situ hybridization data through the image analysis pipeline hippo-ATESC. by Roberto Ugolotti, Pablo Mesejo, Samantha Zongaro, Barbara Bardoni, Gaia Berto, Federico Bianchi, Federico Bianchi, Ivan Molineris, Mario Giacobini, Stefano Cagnoni, Ferdinando Di Cunto

“…High resolution images of RNA in situ hybridization experiments contained in the Allen Brain Atlas (ABA) represent a very rich resource to identify them and have been so far exploited for this task through human-expert analysis. However, software tools that may automatically address the same objective are not very well developed.…”
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Photoprotective activity from Colombian Caribbean brown algae using HPLC-DAD metabolic profiling by MCR-ALS data analysis by Sara P. Abril, Natalia Rincón-Díaz, Mónica Puyana, Leonardo Castellanos, Freddy A. Ramos

“…These findings were correlated with the HPLC-DAD metabolic profile using the Multivariate Curve Resolution- Alternating Least Squares (MCR-ALS) algorithm and multivariate data analysis tools. Extracts from Canistrocarpus cervicornis (CCe) and Stypopodium zonale (SS) presented the most promising photoprotective activity. …”
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Advancing Neuropsychological Rehabilitation in Primary Progressive Aphasia Based on Principles of Cognitive Neuroscience: A Scoping Review and Systematic Analysis of the Data by Evgenia Gkintoni, Emilia Michou

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Reservoir Characterization and Volumetric Analysis of “Lee” Field, Onshore Niger Delta, Using 3D Seismic and Well Log Data by P. Adigwe, S. Inichinbia

“… Three dimensional (3D) seismic data, and a suite of four geophysical well logs from four wells located on the Lee field, Niger Delta were analyzed  using Petrel software for the aim of reservoir characterization and  volumetric analysis of the field. …”
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PTK6 mediated immune signatures revealed by single cell transcriptomic and multi omics big data analysis in cervical cancer by Fen Zhao, Huanxin Zhong, Lifang You, Yi Du, Changchang Huang

“…This study developed a prognostic model for cervical cancer through single-cell transcriptomic analysis and immune infiltration characterization, focusing on PTK6 as a key biomarker. …”
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Gamma-Glutamyl Transferase: A Friend against Cholestatic Itch? A Retrospective Observational Data Analysis in Patients with Extrahepatic Cholestasis by Floris W. Haijer, Cornelis B. Van Vliet, Marjolein G. J. Brusse-Keizer, Job A. M. Van der Palen, Marjo J. Kerbert-Dreteler, Jeroen J. Kolkman

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Edges are all you need: Potential of medical time series analysis on complete blood count data with graph neural networks. by Daniel Walke, Daniel Steinbach, Sebastian Gibb, Thorsten Kaiser, Gunter Saake, Paul C Ahrens, David Broneske, Robert Heyer

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AI-driven health analysis for emerging respiratory diseases: A case study of Yemen patients using COVID-19 data by Saleh I. Alzahrani, Wael M. S. Yafooz, Ibrahim A. Aljamaan, Ali Alwaleedi, Mohammed Al-Hariri, Gameel Saleh

“…We explored the use of AI-powered predictive models and classifiers to enhance healthcare preparedness by forecasting respiratory disease trends using COVID-19 data. We developed mathematical models based on autoregressive (AR), moving average (MA), ARMA, and machine and deep learning algorithms to predict daily confirmed deaths. …”
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biolutoxR: An R-Shiny package for easy performing data analysis of a toxicity test based on bacterial bioluminescence inhibition by Coralie Le Picard, Jérôme Cachot, Christelle Clérandeau, Arno Bringer, Benjamin Bellier

“…In addition to chemical analysis, many bioassays have been developed and have proved to be interesting tools for considerably improve our understanding of the effects of human activities on species and ecosystems. …”
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Integrative analysis of bulk and single-cell transcriptomic data reveals novel insights into lipid metabolism and prognostic factors in hepatocellular carcinoma by Feiyu Qi, Guiming Zha, Yanfang Zhang, Sihua Liu, Yuhang Yang, Wanliang Sun, Dongdong Wang, Zhong Liu, Zheng Lu, Dengyong Zhang

“…The single-cell sequencing data was subjected to dimensionality reduction, which facilitated the annotation of distinct cell subpopulations and marker gene expression analysis within each subpopulation. …”
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Improving the Accuracy of Bone-Scintigraphy Imaging Analysis Using the Skeletal Count Index: A Study Based on Human Trial Data by Ryosuke Miki, Tatsuya Tsuchitani, Yoshiyuki Takahashi, Kazuhiro Kitajima, Yasuyuki Takahashi

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Identifying suppressive factors of Alzheimer’s disease through comprehensive analysis of real-world data: a single-center retrospective study by Mana Shiotani, Yuki Hyohdoh, Yutaka Hatakeyama, Hiroaki Kazui, Yoshiyasu Okuhara

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Spatiotemporal analysis of carbon emissions in the Yangtze River Delta Urban Agglomeration: Insights from nighttime light data (1992–2019) by Jing Gao, Shenglong Zhao, Lucang Wang, Xiaoping Wang

“…Continuous evaluation and monitoring of long-term energy usage and carbon emissions are essential for developing, implementing, and assessing regional carbon reduction efforts. …”
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Relationship Between the Results of Arm Swing Data From the OpenPose-Based Gait Analysis System and MDS-UPDRS Scores by Kenta Abe, Ken-Ichi Tabei, Keita Matsuura, Kazuyuki Kobayashi, Tomoyuki Ohkubo

“…In this study, we calculated the thresholds to distinguish between normal and abnormal gaits from the data of healthy subjects. We compared the peak-to-peak (P-P) data of the left and right arm swing and arm swing asymmetry (ASA) using an OpenPose-based gait analysis system developed in our previous study with the MDS-UPDRS scores. …”
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Catheter Ablation for Ventricular Tachycardia After MI: A Reconstructed Individual Patient Data Meta-analysis of Randomised Controlled Trials by Rohin K Reddy, James P Howard, Yousif Ahmad, Matthew J Shun-Shin, Florentina A Simader, Alejandra A Miyazawa, Keenan Saleh, Akriti Naraen, Jack W Samways, George Katritsis, Jagdeep S Mohal, Nandita Kaza, Bradley Porter, Daniel Keene, Nicholas WF Linton, Darrel P Francis, Zachary I Whinnett, Vishal Luther, Prapa Kanagaratnam, Ahran D Arnold

“…We undertook a reconstructed individual patient data meta-analysis of randomised controlled trials comparing ablation to medical therapy in patients developing VT after MI. …”
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