Trends and patterns of inequalities in using facility delivery among reproductive-age women in Bangladesh: a decomposition analysis of 2007–2017 Demographic and Health Survey data... by Md Akhtarul Islam, Nusrat Jahan, Md Ashfikur Rahman, Satyajit Kundu, Sumaya Sultana, Harun Or Roshid, Zahidul Islam Khan, Mortuza Tohan, Bayezid Khan, Md Hasan Howlader

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Intelligent prediction of thyroid cancer in China based on GBD data and hospital electronic medical records: disease burden analysis combined with multiple machine learning models by Lina Yang, Shixia Zhang, Xinguo Wang, Jianjun Yang, Mengya Chen

“…This study aims to conduct an in-depth analysis of the disease burden pattern and future trends of thyroid cancer in China, and constructed an intelligent prediction model in combination with hospital electronic medical record data. …”
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THE ROLE OF VISUAL ANALYTICS IN DATA MANAGEMENT by A. Orlova, A. Sorokin

“…Today, there is a noticeable trend in social business intelligence that uses modern platforms for data analysis. Revealed, unstructured information can be processed through business intelligence technologies, which will lead to the formation of management decisions with the aim of either adjusting the existing development strategy of the organization, or making a decision to reengineer the organization's business processes.…”
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The influence of childhood parenting style on self in the period of youth: analysis of chain mediation effect on DanQi by Han Xu, Li Li, Weidong Wang, Xueyu Lv, Jinhua Zhang, Liang Zhang, Kaiyi Huang, Jian Wang

“…Mediation analysis indicated that childhood parenting styles indirectly influenced the development of self-concept in young adulthood through adolescent DanQi and young adulthood DanQi. …”
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Leveraging Principal Component Analysis for Data-Driven and Objective Weight Assignment in Spatial Decision-Making Framework for Qanat-Induced Subsidence Susceptibility Assessment... by Farzaneh Naeimiasl, Hossein Vahidi, Niloufar Soheili

“…To address this gap, this study developed a novel spatial objective weighting approach based on Principal Component Analysis (PCA)—as an unsupervised Machine Learning (ML) technique—within a spatial decision-making framework specifically designed for railway susceptibility assessment. …”
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The Energy Footprint in the EU: How CO₂ Emission Reductions Drive Sustainable Development by Dariusz Sala, Oksana Liashenko, Michał Pyzalski, Kostiantyn Pavlov, Olena Pavlova, Karol Durczak, Roman Chornyi

“…This study presents a multidimensional analysis of CO₂ emissions, the contributions of individual sectors, and their connections to the Sustainable Development Goals (SDGs). …”
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Associations of women’s empowerment with neonatal, infant and under-5 mortality in low- and /middle-income countries: meta-analysis of individual participant data from 59 countries... by Zulfiqar A Bhutta, David T Doku, Subas Neupane

“…We constructed individual-level women’s empowerment index (ILWEI) and population-level women’s empowerment index (PLWEI) for LMICs and investigated the potential associations of these measures with neonatal, infant and under-5 mortality using two-stage random-effect individual participant data (IPD) meta-analysis.Results The pooled neonatal mortality rate was 24 per 1000 live births. …”
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Global trends in mortality related to pulmonary embolism: an epidemiological analysis of data from the World Health Organization mortality database from 2001 to 2023Research in con... by Hideharu Hagiya, Ko Harada, Yoshito Nishimura, Maki Yamamoto, Sayoko Nishimura, Michio Yamamoto, Takahiro Niimura, Yuka Osaki, Quynh Thi Vu, Mariko Fujii, Nanami Sako, Tatsuaki Takeda, Hirofumi Hamano, Yoshito Zamami, Toshihiro Koyama

“…Methods: This epidemiological analysis used registration data from the World Health Organization Mortality Database. …”
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Integration of Texture and PCA Information from Sentinel-1 SAR Data for Land Cover-Analysis using Random Forest Classifier Method in Sidoarjo Regency, Indonesia by Filsa Bioresita, Trisya Sayyidah Fithri Larastika, Muhammad Taufik, Noorlaila Hayati, Chelsea Alfarelia Putri Taslyanto

“…The active image is not influenced by clouds and can record information without being constrained by weather both during the day and night. Sentinel-1 GRD data contains backscattering information that can be extracted using texture analysis and Principal Component Analysis (PCA). …”
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Fast-track analysis of beetroot using the liquid generated during the cooking processOpen Data is available at under the name “UBU-Polymers Research Group 02062025″. by María Gaona-Ruiz, Saúl Vallejos, Ana Rodríguez, Miriam Trigo-López, Celia Carrillo

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Reservoir Quality, Lithotype Assessment, and Geochemical Source Rock Analysis: Insights from Well Logs and Pyrolysis Data, Karama Field, North-Western Desert, Egypt by Mahmoud Mamdouh, Mohamed Reda, Abdelmoneam Raef, M. Y. Zein El Din, Tharwat H. Abdelhafeez, Mansour H. Al-Hashim

“…Therefore, drilling development wells in this area, especially east and north, demands caution. …”
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Correlates of access to sanitation facilities and benefits received from the Swachh Bharat Mission in India: analysis of cross-sectional data from the 2018 National Sample Survey by Pradeep Kumar, Sayeed Unisa, Srayasi Prakash, Preeti Dhillon

“…Objective Equitable and affordable access to improved sanitation facilities is linked to health and is among the priority areas of development programmes in a country like India. This study assesses the level of different sanitation facilities accessed by households and attempts to understand the socioeconomic characteristics of the households that received financial benefits from the Swachh Bharat Mission (Swachh Bharat Abhiyan), a Government of India flagship programme.Design Cross-sectional study.Setting and participants The study extracted data from the 76th round (2018) of the National Sample Survey, consisting of 106 837 households in India.Outcome measures Sanitation services and benefits received from the Swachh Bharat Mission in the last 3 years preceding the survey were the two outcome variables of this study. …”
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The effects of calcium channel blockers in the prevention of stroke in adults with hypertension: a meta-analysis of data from 273,543 participants in 31 randomized controlled trial... by Gui Jv Chen, Mao Sheng Yang

“…<h4>Conclusion</h4>In a pooled analysis of data of 31 RCTs measuring the effect of CCBs on stroke, CCBs reduced stroke more than placebo and β-adrenergic blockers, but were not different than ACEIs and diuretics. …”
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The spatial-temporal distribution of soil-transmitted helminth infections in Guangdong Province, China: A geostatistical analysis of data derived from the three national parasitic... by Si-Yue Huang, Ying-Si Lai, Yue-Yi Fang

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Global trends in men's and women's acceptance of intimate partner violence, 1999–2022: an analysis of population-based survey data from 83 countriesResearch in context by Irina Bergenfeld, Vince Nguyen, Katjana Wiederkehr, Alexandria R. Hadd, Eva Portillo Molina, Cari Jo Clark, Robin A. Richardson

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Trends and delays in pulmonary tuberculosis diagnosis among elderly patients (≥ 60 Years) in Southern China: a 13-year surveillance data analysis (2010–2022) by Fangjing Zhou, Qi Sun, ShanShan Huang, Jianwei Li, Yuhui Chen, Huiying Feng

“…Methods We analyzed surveillance data from the Tuberculosis Information Management System (TBIMS), covering pulmonary tuberculosis cases in Guangdong Province from 2010 to 2022. …”
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Epidemiologic and clinical features of cyanobacteria harmful algal bloom exposures reported to the National Poison Data System, United States, 2010–2022: a descriptive analysis by Rebecca A. Bloch, Michael C. Beuhler, Elizabeth D. Hilborn, Grace Faulkner, Sarah Rhea

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Herbal medicine evaluation for reimbursement-based facial palsy (HERB-FP): a retrospective analysis using Korean health insurance claim data 2020–2024 by Soo-Dam Kim, Man Young Park, Eunbyul Cho, Jiyun Cha, Changsop Yang, Sungha Kim

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Individual, household, and community-level factors associated with high-risk fertility behaviour among Nigerian women: secondary analysis of the 2018 demographic and health survey... by Michael Ekholuenetale, Chimezie Igwegbe Nzoputam, Amadou Barrow, Amit Arora

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Dihydroartemisinin-piperaquine versus sulfadoxine-pyrimethamine for intermittent preventive treatment of malaria in pregnancy: a systematic review and individual participant data m... by Michelle E. Roh, Julie R. Gutman, Maxwell Murphy, Jenny Hill, Mywayiwawo Madanitsa, Abel Kakuru, Hellen C. Barsosio, Simon Kariuki, John P.A. Lusingu, Frank Mosha, Richard Kajubi, Moses R. Kamya, Don Mathanga, Jobiba Chinkhumba, Miriam K. Laufer, Eulambius Mlugu, Appolinary A.R. Kamuhabwa, Eleni Aklillu, Omary Minzi, Roland Nnaemeka Okoro, Ado Danazumi Geidam, John David Ohieku, Meghna Desai, Prasanna Jagannathan, Grant Dorsey, Feiko O. ter Kuile

“…Methods: We conducted two-stage, individual participant data meta-analyses of randomised trials comparing IPTp with dihydroartemisinin-piperaquine to sulfadoxine-pyrimethamine on maternal, birth, and infant outcomes. …”
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