Integration of ground-based and remote sensing data with deep learning algorithms for mapping habitats in Natura 2000 protected oak forests by Lucia Čahojová, Ivan Jarolímek, Barbora Klímová, Michal Kollár, Michaela Michalková, Karol Mikula, Aneta A. Ožvat, Denisa Slabejová, Mária Šibíková

“…The study also seeks to evaluate the accuracy of this approach, specifically in oak-dominated forests, as well as identify the optimal time period within a year for effective habitat identification.Using the specialised software NaturaSat, automated segmentations were performed based on the coordinates of phytosociological relevés and forest strands defined in database. Oak-dominated forest habitats were differentiated solely through multispectral data obtained from Sentinel-2 satellites. …”
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The burden and outcomes of firearm injuries at two district-level emergency centres in Cape Town, South Africa: A descriptive analysis by L Bush, C Hendrikse, C Van Koningsbruggen, K Evans

“…This study was a retrospective analysis of a prospectively collected database. All patients who presented to two district-level emergency centres with a firearm injury over a 12-month period (1 January 2019 - 31 December 2019) were eligible for inclusion. …”
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Evidence Graph Analysis of Postoperative Pain Sensitization Induced by Perioperative Sleep Deprivation by XUE Jianjun, WANG Caihong, GUO Lingling, LI Xiuxia, ZHANG Jie, XU Ziqing, HOU Huaijing, YANG Kehu

“…ObjectiveTo describe and evaluate the clinical studies of postoperative pain sensitization caused by sleep deprivation through the evidence map system, understand the distribution of evidence in this field, and provide reference for subsequent evidence research.MethodsA computer-based search of PubMed, EMBASE, Cochrane library, Web of Science, CNKI, Wanfang Data, VIP and Chinese Biomedical Literature Database from inception to August 2023 was conducted to obtain intervention studies, observational studies and systematic reviews/Meta-analysis of postoperative pain sensitization caused by sleep deprivation. …”
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Soap and water cleaning versus bleach-based cleaners for eliminating SARS-CoV-2 infection by Ekong E. Udoh, Ubong A. Udoh, Abiodun Egwuenu, Ekpereonne B. Esu, Aruk Eteng, Faithman E. Ovat, Uduak Okomo, Olabisi Oduwole, Joseph Okebe, Martin Meremikwu

“…Setting: We conducted a virtual search through the Cochrane Central Register of Controlled Trials (CENTRAL), Cochrane database of systematic reviews, PubMed, EMBASE, and Effective Practice and Organisation of Care (EPOC). …”
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Unveiling Hidden Aspects of Intermediary Organizations in Innovation: A Systematic Review through the Lens of Industry Taxonomy by Mostafa Mohseni kiasari, ‌Javad Soltanzadeh, Amirhossein Azizi Hasanabadi, Hamed Talebi

“…To determine the scope of the study, despite determining and identifying the search keywords and the appropriate database, the quality of the journals that include the articles was evaluated. …”
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DeepCERES: A deep learning method for cerebellar lobule segmentation using ultra-high resolution multimodal MRI by Sergio Morell-Ortega, Marina Ruiz-Perez, Marien Gadea, Roberto Vivo-Hernando, Gregorio Rubio, Fernando Aparici, Maria de la Iglesia-Vaya, Gwenaelle Catheline, Boris Mansencal, Pierrick Coupé, José V. Manjón

“…To develop the method, first, a database of semi-automatically labelled cerebellum lobules was created to train the proposed method with ultra-high resolution T1 and T2 MR images. …”
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Aplikasi Sistem Informasi Manajemen Pengiriman Barang PT. GST by Indra Budi Trisno, Darmanto Darmanto, Dimas Febrian Elvianto

“…Billing application, purchase and use of spare parts were using separated databases. The outcome of the application did not produce good report for the management. …”
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Impaired hippocampal neurogenesis associated with regulatory ceRNA network in a mouse model of postoperative cognitive dysfunction by Jingrun Lin, Xiaoqiu Zhu, Xuan Li, Yu Hong, Yaohui Liang, Siqi Chen, Chenzhuo Feng, Lin Cao

“…The Connectivity Map (CMap) database was queried to predict potential POCD treatments. …”
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Novel models based on machine learning to predict the prognosis of metaplastic breast cancer by Yinghui Zhang, Wenxin An, Cong Wang, Xiaolei Liu, Qihong Zhang, Yue Zhang, Shaoqiang Cheng

“…Methods: This study utilized patient data from the SEER database (2010–2018) for data analysis. We utilized prognostic factors to develop a novel machine learning model (CatBoost) for predicting patient survival rates. …”
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Penerapan Metode K-Medoids untuk Pengelompokan Mahasiswa Berpotensi Drop Out by Syamsul Bahri, Dwi Marisa Midyanti

“…Data mining analyzes data that already exists in the database to solve problems. One of the analyzes carried out is the clustering method. …”
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Porto Alegre Line predicts lenticulostriate arteries encasement and extent of resection in insular gliomas. A preliminary study by Gustavo Rassier Isolan, Gustavo Rassier Isolan, Gustavo Rassier Isolan, Samir Ale Bark, Samir Ale Bark, Jander Moreira Monteiro, Jander Moreira Monteiro, Tobias A. Mattei, Kaan Yağmurlu, Rafaela Fernandes Gonçalves, Rafaela Fernandes Gonçalves, Osvaldo Malafaia, Rafael Roesler, Rafael Roesler, Rafael Roesler, Jurandir Marcondes Ribas Filho

“…We compare it with direct intraoperative encased LSTa visualization.MethodsA retrospective review of our database of 52 patients of insular glioma was performed. …”
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Effect of periodontal therapy on endothelial function and serum biomarkers in patients with periodontitis and established cardiovascular disease: a pilot study by Ana Molina, Nagore Ambrosio, María Molina, Eduardo Montero, Leire Virto, David Herrera, Elena Figuero, Mariano Sanz

“…Clinical Trial Registrationclinicaltrials.gov, Identifier, database (NCT02716259).…”
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Identification of Potential Diagnostic Biomarkers of Carotid Atherosclerosis in Obese Populations by Wu X, Pan J, Pan X, Kang J, Ren J, Huang Y, Gong L, Li Y

“…Xize Wu,1,* Jiaxiang Pan,2,* Xue Pan,1,3,* Jian Kang,1 Jiaqi Ren,1 Yuxi Huang,1 Lihong Gong,2,4 Yue Li2,4 1Graduate School, Liaoning University of Traditional Chinese Medicine, Shenyang, Liaoning, 110847, People’s Republic of China; 2Department of Cardiology, Affiliated Hospital of Liaoning University of Traditional Chinese Medicine, Shenyang, Liaoning, 110032, People’s Republic of China; 3College of Traditional Chinese Medicine, Dazhou Vocational College of Chinese Medicine, Dazhou, Sichuan, 635000, People’s Republic of China; 4Liaoning Provincial Key Laboratory of TCM Geriatric Cardio-Cerebrovascular Diseases, Shenyang, Liaoning, 110032, People’s Republic of China*These authors contributed equally to this workCorrespondence: Lihong Gong; Yue Li, Affiliated Hospital of Liaoning University of Traditional Chinese Medicine, No. 33, Beiling Street, Huanggu District, Shenyang, Liaoning, 110032, People’s Republic of China, Tel +86 024-82961105, Email Linda1795@sina.com; med_liyue@163.comObjective: This study aimed to investigate the potential mechanisms and biomarkers between Obesity (OB) and carotid atherosclerosis (CAS).Methods: The GSE12828, GSE125771, GSE43292, and GSE100927 datasets were combined and normalized to obtain CAS-related differentially expressed genes (DEGs), and OB-related DEGs were obtained from the GSE151839 dataset and the GeneCards database. Unsupervised cluster analysis was conducted on CAS samples based on the DEGs of CAS and OB. …”
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A new signature associated with anoikis predicts the outcome and immune infiltration in nasopharyngeal carcinoma by Yonglin Luo, Wenyang Wei, Yaxuan Huang, Jun Li, Weiling Qin, Quanxiang Hao, Jiemei Ye, Zhe Zhang, Yushan Liang, Xue Xiao, Yonglin Cai

“…Methods By using data from the Gene Expression Omnibus (GEO) database, we employed machine learning methods to discover prognostic ARGs and create a risk score. …”
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Economic Evaluation of Robotic-assisted Radical Prostatectomy: A Systematic Review and Meta-analysis by Tanan Bejrananda, Win Khaing, Sajesh K. Veettil, Therdpong Thongseiratch, Nathorn Chaiyakunapruk

“…Methods: Relevant CEA studies of RARP were identified by searching the PubMed, Embase, Scopus, International Health Technology Assessment database, Tufts CEA Registry, and Centre for Reviews and Dissemination databases from January 2005 to October 2023. …”
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Prognostic value of body adipose tissue parameters in cancer patients treated with immune checkpoint inhibitors by Yan Li, Yean Yu, Kun Lv, Rongjuan Ge, Xie Xie

“…ObjectiveThis study aims to explore the relationship between body adipose tissue characteristics and clinical outcomes in cancer patients receiving immune checkpoint inhibitor (ICI) therapy.MethodsWe conducted an extensive literature search across three major online databases—Embase, PubMed, and the Cochrane Library—to identify studies examining the link between body adipose tissue and treatment outcomes in cancer patients undergoing ICI therapy, from the inception of each database until February 20, 2024. …”
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Designing and Modeling Digital Transformation in the Automotive Industry: Leveraging the Fourth Industrial Revolution by Mohammad Saeed Mozafari Mehr, Mohammad Taghi Taghavifard

“…In the process of theorizing the database, after collecting, analyzing, and interpreting the data, the next step is to present the model, draw conclusions, and summarize the research. …”
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Determinants of fertility in timed artificial insemination programs in beef cattle: predictive ability and risk factors from almost 2 million data points by R.E.F. Assis, F. Baldi, L.B. Temp, R. Ungerfeld, M.F. de Sá Filho

“…This study analyzed a large database aiming to determine the influence of several intrinsic and extrinsic female factors, as well as their interactions to determine risk factors and produce prediction ability in beef cattle. …”
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Associations between age, red cell distribution width and 180-day and 1-year mortality in giant cell arteritis patients: mediation analyses and machine learning in a cohort study by Si Chen, Rui Nie, Xiaoran Shen, Yan Wang, Haixia Luan, Xiaoli Zeng, Yanhua Chen, Hui Yuan

“…Methods Clinical data from GCA patients were extracted from the MIMIC-IV (3.0) database. Logistic and Cox regression analyses, Kaplan–Meier (KM) survival analysis, restricted cubic spline (RCS) analysis, and mediation effect analysis were employed to investigate the association between age, RDW levels, and 180-day and 1-year mortality in GCA patients hospitalized or admitted to the ICU. …”
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Unveiling prognostic value of JAK/STAT signaling pathway related genes in colorectal cancer: a study of Mendelian randomization analysis by Nan Zhang, Wenli Yue, Bihang Jiao, Duo Cheng, Jingjing Wang, Fang Liang, Yingnan Wang, Xiyue Liang, Kunkun Li, Junwei Liu, Yadong Li

“…Methods The data set used in this study is from a public database. JAK-STAT-differentially expressed genes (DEGs) were identified through differential expression analysis and weighted gene co-expression network analysis (WGCNA). …”
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