Use of Interactive, Patient-Centric Mobile Health Technology in Sub-Saharan Africa: A Scoping Review by Kamaria L. Lee, Susan Citonje Msadabwe-Chikuni, Dorothy C. Lombe, Graciela M. Nogueras Gonzalez, Pavitra P. Krishnamani, Patrick P. Carriere, Austin Huang, Lango Sichizya, Elizabeth Yu Chiao, Kate J. Krause, Lilie L. Lin, Susan K. Peterson

“…Discrepancies were resolved through consensus. Data extraction/review was completed using Covidence software and Microsoft Excel.RESULTSWe retrieved 1,380 unique citations. …”
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Cities in interaction by Antoine Peris

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Projection and assessment of future droughts in Iowa: developing a machine learning model and an interactive application by Ingrid Cintura, Antonio Arenas

“…The model was trained on historical data from 2012 to 2019 and thoroughly evaluated using out-of-sample data from 2002 to 2011. …”
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Assessing Data Completeness in Emergency Medical Team Reports: Analysis of the Response to Cyclone Idai in Mozambique using the WHO Minimum Data Set by Odgerel Chimed-Ochir, Inn-Kynn Khaing, Ami Fukunaga, Takahito Yoshida, Yuki Takamura, Yui Yumiya, Matchecane Cossa, Isse Ussene, Salio Flavio, Ryoma Kayano, Tatsuhiko Kubo

“…Type 1 Mobile EMTs likely benefited from enhanced training and frequent interactions with data managers, which may have contributed to their higher data completeness compared to Type 1 Fixed EMTs. …”
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Guided Decision Tree: A Tool to Interactively Create Decision Trees Through Visualization of Subsequent LDA Diagrams by Miguel A. Mohedano-Munoz, Laura Raya, Alberto Sanchez

“…Conversely, interactive visualization methods have proven to be effective in gaining insights from data, as they incorporate the researcher’s criteria into the analysis process. …”
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Examining causal factors of traffic conflicts at intersections using vehicle trajectory data by Xiaoyan Xu, Xuesong Wang, Ruolin Shi

“…This study utilized the NGSIM vehicle trajectory datasets to investigate the causal factors in conflicts at intersections by analyzing roadway-to-vehicle and vehicle-to-vehicle interactions. In order to remove the outliers and white noise existing in the raw data, vehicle trajectories were reconstructed by applying discrete wavelet transform and Kalman filtering (KF). …”
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Using Grounded Theory to Analyze Qualitative Observational Data that is Obtained by Video Recording by Colin Griffiths

“…The paper concludes by suggesting that using classic grounded theory to analyze qualitative data that is collected using video offers a method that has the potential to uncover and explain patterns of non-verbal interactions that were not previously evident. …”
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Integrative diagnosis of psychiatric conditions using ChatGPT and fMRI data by Runda Li

“…Integrating advanced natural language processing (NLP) techniques with neuroimaging data may improve diagnostic accuracy. Methods We propose a novel approach that uses ChatGPT to conduct interactive patient interviews, capturing nuanced emotional and psychological data. …”
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Using SDPC for Visual Exploratory Analysis of Semiconductor Production Line Sensor Data by Xinxiao Li, Xian-Hua Han, Yongqing Sun

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Analysing humanities scholars’ data seeking behaviour patterns using Ellis' model by Wenqi Li, Pengyi Zhang, Jun Wang

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The use of photography for qualitative data collection with adolescent mothers: a scoping review by Daniela de Castro Barbosa Leonello, Giovanna Ushirobira Souza, Rhyquelle Rhibna Neris, Giovanna Cristina Machado Kayzuka, Marina Prado de Souza, Adriana Moraes Leite

“…Introduction: Photography has been increasingly explored in data collection processes, as it enriches the process and allows the interviewee to take on the role of protagonist [1]. …”
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An Online Data-Driven Method for Accurate Detection of Thermal Updrafts Using SINDy by Yufeng Lu, Chenglou Liu, Haichao Hong, Yunwei Huang, Tingwei Ji, Fangfang Xie

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Optimizing UAV sprayer performance using field data and machine learning approaches by Doğan Güneş, Hideo Hasegawa

“…This study aims to enhance spray deposition efficiency by integrating field experiments, statistical evaluations, and based on physics simulation models. Experimental data were collected under actual conditions field conditions using four droplet size categories (60, 100, 140, and 180 μm) and two flight altitudes (2 m and 3 m) at speeds of 5.5 m/s and 6.9 m/s. …”
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Predicting wheat yield using deep learning and multi-source environmental data by Muhammad Ashfaq, Imran Khan, Dilawar Shah, Shujaat Ali, Muhammad Tahir

“…The framework employs three leading deep learning models—convolutional neural networks (CNN), recurrent neural networks (RNN), and artificial neural networks (ANN)—trained on detrended yield data from 2017 to 2022. The Google Earth Engine platform was used to process and integrate remote sensing, climate, and soil data. …”
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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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COMPARISON OF MINERAL ASSEMBLAGES IN VARIOUS SMOKERS: DATA ON PARAGENETIC ANALYSIS AND PHYSICO-CHEMICAL MODELING by G.A. Tret′yakov, V.V. Maslennikov

“…The mineral assemblages precipitated during conductive cooling of the fluid, which escapes from reaction zone, are considered and this may be interpreted as one of mechanisms of formation of composition and zonation of chimneys of modern and ancient smokers. The calculation data indicate that the temperature in the seawater/rock interaction zone, the composition of rocks, and the maturity of the hydrothermal system are key factors of mineralogical diversity of seafloor ore assemblages.…”
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The Evolution of the Interaction Between Urban Rail Transit and Land Use: A CiteSpace-Based Knowledge Mapping Approach by Haochen Yang, Nana Cui, Haishan Xia

“…Urban rail transit is a key enabler for optimizing urban spatial structures, and its interactive relationship with land use has long been a focus of attention. …”
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Method to apply temporal graph analysis on electronic patient record data to explore healthcare professional–patient interaction intensity: a cohort study by Neil J Sebire, Stephen D Marks, John Booth, Spiros Denaxas, Rebecca Pope, William A Bryant, Maria H Eriksson

“…Aim Interactions between patients and healthcare professionals (HCP) during hospital admissions are complex and difficult to interrogate using traditional analysis of electronic patient record (EPR) data. …”
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Study of the Influence of Alkyl Chain Cation-Solvent Interactions on Water Structure in 1,3-Butanediol-Water Mixture by Apparent Molar Volume Data by R. N. Pathak, Indu Saxena, Archna, Anoop Kumar Mishra

“…The apparent molar volumes of transfer ∆ΦV° (tr) were also calculated and the ion-ion / ion- solvent interactions are then discussed on the basis of changes in the Masson's slope and apparent molar volumes of transfer data.…”
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Study on the Interactions Between Urbanization, Tourism, and the Ecological Environment in Underdeveloped Regions: PVAR Model Analysis Based on Data from 32 Chinese Cities by Yizhu Zhang, Xiaobin Yan, Jiapeng Xu

“…Using a PVAR model, the long-term dynamic interactions between urbanization, tourism, and the ecological environment are explored. …”
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