Impact of medical resources in residential area on unmet healthcare needs: Findings from a multi-level analysis of Korean nationwide data by Seo Yeong Choi, Il Yun, Jong Youn Moon

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Causes of under-five mortality using verbal autopsies in urban slum areas in Bangladesh: a cross-sectional analysis of surveillance data by Md Arif Billah, Mohammad Zahirul Islam, Razib Chowdhury, Sohana Shafique, Bidhan Krishna Sarker, M. Munirul Alam Bhuiyan, Sayed Saidul Alam, Minjoon Kim, Md Ziaul Matin, Margub Aref Jahangir, Jannatul Ferdous, Maya Vandenent, Md. Abdur Razzaqul Alam, Syed Manzoor Ahmed Hanifi, Abdur Razzaque, Anisur Rahman

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Matching action to need: an analysis of Global Burden of Disease 2017 and population health data to focus adolescent health policy and actions in Myanmar by Karly I. Cini, Phone Myint Win, Zay Yar Swe, Kyu Kyu Than, Thin Mar Win, Ye Win Aung, Aye Aye Myint, Nisaa R. Wulan, Lia J. Burns, Elissa C. Kennedy, Kate L. Francis, Sanda, Su Mon Myat, Sithu Swe, Aung Ko Ko, Yadanar, Margaret Hellard, Chad L. Hughes, George C. Patton, Ali H. Mokdad, Peter S. Azzopardi

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Risk assessment and hierarchical classification of foodborne disease epidemics during major events in Beijing: an empirical study based on surveillance data analysis by Jinru JIANG, Yangbo WU, Tongyu WANG, Chao WANG, Yanlin NIU, Di WANG, Liping LI, Qian CHEN, Yao ZHAO, Xiaochen MA

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Asthma prescribing trends, inhaler adherence and outcomes: a Real-World Data analysis of a multi-ethnic Asian Asthma population by Ming Ren Toh, Gerald Xuan Zhong Ng, Ishita Goel, Shao Wei Lam, Jun Tian Wu, Chun Fan Lee, Marcus Eng Hock Ong, David Bruce Matchar, Ngiap Chuan Tan, Chian Min Loo, Mariko Siyue Koh

“…Abstract Inhaled corticosteroid (ICS) is the mainstay therapy for asthma, but general adherence is low. There is a paucity of real-world inhaler prescribing and adherence data from Asia and at the population level. …”
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Barriers to healthcare access among female youths in Mozambique: a mixed-effects and spatial analysis using DHS 2022/23 data by Habtu Kifle Negash, Hiwot Tezera Endale, Hailu Aragie, Winta Tesfaye, Mihret Getnet, Tseganesh Asefa, Yibeltal Yismaw Gela, Alebachew Ferede Zegeye

“…Methods Data from the Mozambique Demographic and Health Survey (DHS) 2022/23 on maternal and child health was analyzed. …”
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Dietary cadmium exposure and associated health risks among residents of Chongqing city from 2012 to 2022: surveillance and survey data analysis by Mintao LI, Jiahui CHEN, Yijia LIU, Jingrong CHEN, Ping FENG, Mei QIN, Li CHENG, Xiaoqin TANG, Cheng LONG, Ailin WU, Jiao HUO, Xuemei LIAN

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RLDEAO optimized of air quality data clustering analysis(RLDEAO优化的空气质量数据聚类分析) by 田闯(TIAN Chuang), 黄鹤(HUANG He), 杨澜(YANG Lan), 王会峰(WANG Huifeng), 茹锋(RU Feng)

“…Aiming at the problems of high randomness, low clustering accuracy and multiple central points in clustering the same air quality data by traditional clustering methods due to different choice of initial points, a K-means complementary iterative air quality data clustering analysis method optimized by RLDEAO is proposed. …”
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Efficacy and safety of PCSK9 inhibitors, potent statins, and their combinations for reducing low-density lipoprotein cholesterol in hyperlipidemia patients: a systematic network me... by Yuhua Jiang, Yingying Wang, Sijia Ma, Linlin Qian, Yeteng Jing, Xi Chen, Jinsheng Yang

“…A network meta-analysis (NMA) was conducted via Stata 17 software, with two authors independently conducting the search, screening, and data abstraction.ResultsA total of 68 clinical studies involving 21,288 patients with hyperlipidemia were incorporated into the NMA. …”
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Application of Formal Concept Analysis and Clustering Algorithms to Analyze Customer Segments by I Gede Bintang Arya Budaya, I Komang Dharmendra, Evi Triandini

“…The complexity of customer data makes manual analysis of the customer segments difficult, so applying machine learning to segment the customer can be the solution. …”
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BiLSTM-Based Parallel CNN Models With Attention and Ensemble Mechanism for Twitter Sentiment Analysis by Anas W. Abulfaraj

“…However, the current approaches to analyzing word-of-mouth on social media face significant challenges like lack of feature integration, low sentiment analysis efficiency, low topic identification efficiency, issues with data scarcity, and the high costs of annotations. …”
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Features of Recruitment: Intelligent Text Analysis of Resume and Vacancies by Irina L. Sizova

“…Statistical analysis included methods of descriptive statistics, correlation analysis, and time-series modeling. …”
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Exploring health security trends in low-income countries using a hybrid D-CRITIC-CoCoSo and K-Means approach by Adel A. Nasser, Abed Saif Ahmed Alghawli, Salem Saleh, Amani A. K. Elsayed

“…Analysis of Global Health Security Index data from 2017 to 2021 reveals divergent priorities between LICs and high-income countries. …”
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Human brain single-cell data reveal shared synaptic dysfunction and immune abnormality in epilepsy and Alzheimer′s disease by YU Xiaolin, ZHANG Erning, SHA Longze

“…Methods The single-cell transcriptome sequencing data of brain tissue from AD and epilepsy patients were collected from gene expression omnibus (GEO) database followed by cell clustering, differential expression analysis and gene ontology (GO)functional enrichment analysis using R-based tools such as Seurat and cluster Profiler and video electroencephalogram (vEEG) monitoring and Western blot experiments. …”
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Analysis of travel-time to HIV treatment in sub-Saharan Africa reveals inequities in access to antiretrovirals by Justin T. Okano, Andrea Low, Luckson Dullie, Wongani Mzumara, Harriet Nuwagaba-Biribonwoha, Sally Blower

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Damage mechanism of gamma-irradiated repurposed pultruded glass fibre polyester composite subjected to low-velocity impact using non-destructive techniques by Muhammad Imran Najeeb, Muhammad Amir Siti Madiha, Agusril Syamsir, Mohd Supian Abu Bakar, Sapizah Rahim, Asyraf Arif Abu Bakar, Tabrej Khan

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Critical Fluctuations as an Early Warning Signal of Sports Injuries? A Proof of Concept Using Football Monitoring Data by Niklas D. Neumann, Jur J. Brauers, Nico W. van Yperen, Mees van der Linde, Koen A. P. M. Lemmink, Michel S. Brink, Fred Hasselman, Ruud J. R. den Hartigh

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Revolutionizing Nursing and Midwifery Informatics Curriculum Evaluation in Ghana: A Data-Driven Machine Learning Approach by Iven Aabaah, Japheth Kodua Wiredu, Bakaweri Emmanuel Batowise, Nelson Abuba Seidu

“…This research assessed NMI educational programs in Ghana using machine learning techniques to analyze key factors influencing student performance, engagement, and satisfaction. Data was gathered from 1,500 students across C.K. …”
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Global burden of low back pain from 1990 to 2021: a comprehensive analysis of risk factors and trends using the Global Burden of Disease Study 2021 by Nan Yang, Jingkai Di, Weihao Wang, Haoyu Feng

“…We conducted an analysis of baseline data, as well as gender and age subgroup data. …”
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Machine Learning Analysis of Arterial Oscillograms for Depression Level Diagnosis in Cardiovascular Health by Vladislav Kaverinsky, Dmytro Vakulenko, Liudmyla Vakulenko, Kyrylo Malakhov

“…The presented study explores the clustering of arterial oscillogram (AO) data among a sample of patients, focusing on ultra-low-frequency (ULF) indicators and their relationship with depression levels. …”
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