Analysis of Progress in Data Mining of Scientific Literature Using Large Language Models by CAI Yiran, HU Zhengyin, LIU Chunjiang

“…Scientific data extraction uses chain-of-thought prompting and knowledge graphs (such as ChatExtract and SynAsk) to parse experimental datasets. …”
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Influence of Social Circumstances and Health-care Support on Intention-to-quit Tobacco among Population Aged 15–49 Years in India: An Analysis of National Family Health Survey-5 Da... by Sinjita Dutta, Ankita Mishra, Vineeta Shukla, Angad Singh, Mausumi Basu, Sonu Goel

“…Objectives: To estimate the proportion of the adult population with ITQ tobacco; and to find out if the social circumstances of the study population and the availability of health care support has an influence on their ITQ tobacco. Materials and Methods: Data from India’s National Family and Health Survey (NFHS-5) (2019-2021) were used. …”
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The state of postpartum contraceptive use in India: descriptive lessons from nationally representative survey data by Nicole E. Johns, Abhishek Singh, Shruti Ambast, Nandita Bhan, Katherine Hay, Vedavati Patwardhan, Lotus McDougal

“…Abstract Background Postpartum contraception is a key tool to delay or prevent subsequent pregnancy after birth. Though prior research has demonstrated substantial dynamism in contraceptive use throughout the postpartum period, most measurement of postpartum contraception has focused on aggregate use of any method at a single time point. …”
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Estimating bid-auction models of residential location using census data with imputed household income by Benjamin Heldt, Pedro Donoso, Francisco Bahamonde-Birke, Dirk Heinrichs

“…Modeling residential location as a key component of the land-use system is essential to understand the relationship between land use and transport. …”
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Benefits and risks of health data reuse for healthcare providers: stakeholder perspectives from a qualitative interview study by Susanne Stark, Susanne Gabriele Schorr, Merle-Marie Pittelkow, Daniel Strech

“…Abstract Background Reusing health data, for example for research into the quality of care or healthcare planning, has far-reaching potential. …”
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Does Proximity to MRT Stations Affect Online Shopping Use? An Analysis Using Data from Japan and New York by Yusei Onuma, Takanori Sakai, Tetsuro Hyodo

“…The rapid growth of the e-commerce market in the retail sector has led to a greater demand for home delivery services in recent years. …”
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Simulation and projection of land use and land cover using remote sensing data and CA–Markov model case study by Akash Behera, Kishan Singh Rawat, Sanjeev Kumar, Ali Saeed Almuflih, Naif Almakayeel, Mohamed Rafik N. Qureshi

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Assessment of war-induced agricultural land use changes in Ukraine using machine learning applied to Sentinel satellite data by Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Hanna Yailymova, Guido Lemoine, Klaus Deininger

“…The ongoing war in Ukraine has significantly disrupted agricultural land use, leading to reduced cropland areas, increased land abandonment, and heightened uncertainty in food production. …”
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Influence of multi-species data on gene-disease associations in substance use disorder using random walk with restart models. by Everest U Castaneda, Sharon Moore, Jason A Bubier, Stephen K Grady, Michael A Langston, Elissa J Chesler, Erich J Baker

“…The integration of data from multiple diverse sources, including information-dense studies in model organisms, has the potential to address this gap. …”
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On the use of natural language processing to implement the target trial framework using unstructured data from the electronic health record by Nicole Rafalko, Milena Gianfrancesco, Neal D. Goldstein

“…The increasing availability and accessibility of electronic health record (EHR) data has made it a rich secondary source to conduct comparative effectiveness studies. …”
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An Overview of Remaining Useful Life Prediction of Battery Using Deep Learning and Ensemble Learning Algorithms on Data-Dependent Models by Sravanthi C. L., Chandra Sekhar J. N., N. Chinna Alluraiah, Dhanamjayulu C., Harish Kumar Pujari, Baseem Khan

“…First is to study about the battery degradation mechanism, the second is about battery data collections using mercantile and openly accessible Li-ion battery data sets and third is the estimation of battery RUL. …”
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Epidemiology and medical service use for spontaneous pneumothorax: a 12-year study using nationwide cohort data in Korea by In-Hyuk Ha, Yoon Jae Lee, Doori Kim, Boyoung Jung, Bo-Hyoung Jang, Seol-Hee Chung

“…Objective This study aimed to promote an understanding of spontaneous pneumothorax by analysing the prevalence rate and medical service use by patients with spontaneous pneumothorax according to sociodemographic characteristics.Design A 12-year nationwide study.Setting Data obtained from the Korean National Health Insurance Service Sharing Service.Participants A total of 4658 participants who used medical services due to spontaneous pneumothorax between 2002 and 2013 in Korea.Outcome measures For those diagnosed with spontaneous pneumothorax, use of medical services, hospitalisation data, sociodemographics, comorbidity, treatment administered and medication prescribed were recorded.Results The annual prevalence of spontaneous pneumothorax ranged from 39 to 66 per 100 000 individuals, while the prevalence of hospitalisation due to spontaneous pneumothorax ranged from 18 to 36 per 100 000 individuals. …”
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Identifying patterns of health care utilisation among physical elder abuse victims using Medicare data and legally adjudicated cases: protocol for case–control study using data lin... by Tony Rosen, Yuhua Bao, Yiye Zhang, Sunday Clark, Katherine Wen, Alyssa Elman, Philip Jeng, Elizabeth Bloemen, Daniel Lindberg, Richard Krugman, Jacquelyn Campbell, Ronet Bachman, Terry Fulmer, Karl Pillemer, Mark Lachs

“…Introduction Physical elder abuse is common and has serious health consequences but is under-recognised and under-reported. …”
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Separable reversible data hiding by vacating room after encryption using encrypted pixel difference by Veeramuthu Venkatesh, R. Anushiadevi, Padmapriya Velupillai Meikandan, Hemalatha Mahalingam, Rengarajan Amirtharajan

“…Abstract As the number of people using the Internet has increased, more information is stored and accessible daily. …”
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A Comprehensive Method for Improving the Quality of Open Government Data and Increasing Citizens’ Willingness to Use Data by Analyzing the Complex System of Citizens and Organizati... by Mohammad Moradi, Mojtaba Mazoochi, Mohammad Ahmadi

“…All ministries and institutions at every level are data producers. These government-owned data have a high potential if they can be used properly. …”
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How an evidence synthesis program's growth has supported research use and learning community partnership networks within a learning health system: A descriptive analysis and case s... by Isomi Miake‐Lye, Selene Mak, Tom Valente, Nicole Floyd, Paul Shekelle

“…Conclusion Partnerships between the ESP and decision‐makers can facilitate access to evidence and leadership's ongoing use of this evidence. The ESP has led to meaningful, evidence‐driven communication between research and operational partners and has supported stakeholders in informing policy and system change.…”
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Knowledge and theme discovery across very large biological data sets using distributed queries: a prototype combining unstructured and structured data. by Uma S Mudunuri, Mohamad Khouja, Stephen Repetski, Girish Venkataraman, Anney Che, Brian T Luke, F Pascal Girard, Robert M Stephens

“…As the discipline of biomedical science continues to apply new technologies capable of producing unprecedented volumes of noisy and complex biological data, it has become evident that available methods for deriving meaningful information from such data are simply not keeping pace. …”
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PRINCIPAL COMPONENT ANALYSIS-VECTOR AUTOREGRESSIVE INTEGRATED (PCA-VARI) MODEL USING DATA MINING APPROACH TO CLIMATE DATA IN THE WEST JAVA REGION by Devi Munandar, Budi Nurani Ruchjana, Atje Setiawan Abdullah

“…Over a long time, atmospheric changes have been caused by natural phenomena. This study uses the Principal Component Analysis (PCA) model combined with Vector Autoregressive Integrated (VARI) called the PCA-VARI model through the data mining approach. …”
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Groundwater storage variability in West Africa using gravity recovery and climate experiment (GRACE) and global land data assimilation system (GLDAS) data by Muhammad Magaji Ibrahim, Muhammed Ibrahim, Muhammad Mubi Aisha

“…The study integrates Gravity Recovery and climate Experiment (GRACE) satellite data which provides Terrestrial Water Storage with Global Land Data Assimilation System (GLDAS) which provide the hydrological components of surface water and soil moisture and investigated groundwater storage variability in West Africa Between April, 2002 to March, 2024 (240) months.  …”
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Scientific Data Management Based on a Data Life Cycle Perspective: Using the Institutional Repositories Base of 24 Universities in the United States as an Example by Keyi XIAO, Yingying CHEN

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