Cultural factors weaken but do not reverse left-to-right spatial biases in numerosity processing: Data from Arabic and English monoliterates and Arabic-English biliterates. by Dominique Lopiccolo, Charles B Chang

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Cautiously optimistic: paediatric critical care nurses’ perspectives on data-driven algorithms in low-resource settings—a human-centred design study in Malawi by Margot Rakers, Daniel Mwale, Lieke de Mare, Lezzie Chirambo, Bart Bierling, Alice Likumbo, Josephine Langton, IMPALA Study team, Niels Chavannes, Hendrikus van Os, Job Calis, Kiran Dellimore, María Villalobos-Quesada

“…Patient monitors equipped with data-driven algorithms that monitor and integrate clinical data can optimise scarce resources (e.g. trained staff) offering solutions to these challenges. …”
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Linking Electronic Health Record Prescribing Data and Pharmacy Dispensing Records to Identify Patient-Level Factors Associated With Psychotropic Medication Receipt: Retrospective S... by Peng Wu, Jillian H Hurst, Alexis French, Michael Chrestensen, Benjamin A Goldstein

“…We linked dispensing to prescribing data using proximate dates and matching codes between RxNorm concept unique identifiers and National Drug Codes. …”
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Ambiguous Tacit Knowledge With a Thematic Focus Based on Japanese Social Culture: An Excellent Source of Qualitative Data Analysis and Interpretation for Systematic Search of Meani... by Tomomi Kubota, Masahiro Arimoto

“…The data were categorized from the children's statements (narratives), and the learning records were coded and interpreted for meaning. …”
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Development of a Novel Automated Workflow in Fiji ImageJ for Batch Analysis of Confocal Imaging Data to Quantify Protein Colocalization Using Manders Coefficient by Vikram Aditya, Vishakha Tambe, Wei Yue

“…Manually processing large numbers of imaging data for colocalization analysis is prone to observer bias and inefficiencies. …”
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Conceptual framework for data harmonisation in mental health using the International Classification of Functioning, Disability and Health: an example with the R2D2-MH consortium by Louise Gallagher, Tony Charman, Dieter Wolke, Jan Buitelaar, Sven Bölte, Emily Jones, Thomas Bourgeron, Marie Schaer, Kristien Hens, Declan Murphy, Melissa H Black, Christine Ecker, Yair Sadaka, Beate St Pourcain, Stef Bonnot-Briey

“…Introduction Advancing research and support for neurologically diverse populations requires novel data harmonisation methods that are capable of aligning with contemporary approaches to understanding health and disability.Objectives We present the International Classification of Functioning, Disability and Health (ICF) as a conceptual framework to support harmonisation of mental health data and present a proof of principle within the Risk and Resilience in Developmental Diversity and Mental Health (R2D2-MH) consortium.Method 138 measures from various mental health datasets were linked to the ICF following the WHO’s established linking rules.Findings Findings support the notion that the ICF can assist in the harmonisation of mental health data. …”
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Dynamic Cycle of Low Back Pain: A 17-Year, Population-Based Study Analyzing the National Health Insurance Service Data in South Korea by Mi-Ran Goo, Deok-Hoon Jun, Do-Youn Lee

“…<i>Materials and Methods</i>: This descriptive, retrospective longitudinal cohort study utilized data from the Korean National Health Insurance Service (NHIS) database (2002–2018). …”
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AWGE-ESPCA: An edge sparse PCA model based on adaptive noise elimination regularization and weighted gene network for Hermetia illucens genomic data analysis. by Rui Miao, Hao-Yang Yu, Bing-Jie Zhong, Hong-Xia Sun, Qiang Xia

“…There are three major challenges in the current studies of Hermetia illucens genomic data analysis: firstly, the lack of available genomic data which limits researchers in Hermetia illucens genomic data analysis. …”
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Long Covid symptoms and diagnosis in primary care: A cohort study using structured and unstructured data in The Health Improvement Network primary care database. by Anoop D Shah, Anuradhaa Subramanian, Jadene Lewis, Samir Dhalla, Elizabeth Ford, Shamil Haroon, Valerie Kuan, Krishnarajah Nirantharakumar

“…<h4>Methods</h4>We used primary care electronic health record data until the end of December 2020 from The Health Improvement Network (THIN), a Cegedim database. …”
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Hyper CLS-Data-Based Robotic Interface and Its Application to Intelligent Peg-in-Hole Task Robot Incorporating a CNN Model for Defect Detection by Fusaomi Nagata, Ryoma Abe, Shingo Sakata, Keigo Watanabe, Maki K. Habib

“…Due to the HCLS-data-based robot interface, the robotic control sequence can be visually and unifiedly described as NC codes. …”
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Associations between certification of visual impairment and socioeconomic deprivation: a study using data from the regional Northern Ireland sight impairment certification database by Tunde Peto, Augusto Azuara-Blanco, Jonathan Jackson, David Wright, Natasha Moore, Laura Cushley, Roseleen McCann, Tanya Moutray

“…Data collected included age, sex, visual acuity (logMAR), postcode and certification category. …”
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Data on transgenerational memory effects of photosynthetic efficiency of twelve wheat varieties under elevated carbon dioxide concentration and reduced soil water availabilityZenod... by Bernd J. Berauer, Suraj Chaudhary, Lorenz Kottmann, Andreas H. Schweiger

“…Additionally, we provide the R-code to reproduce the calculation of the derived parameters.Data on transgenerational memory effects (that is, the influence of the parental environment on offspring phenotype and performance) are scarce, i.e. on the adaptive capacity of the photosynthetic apparatus. …”
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Collecting Real-World Data via an In-Home Smart Medication Dispenser: Longitudinal Observational Study of Survey Panel Persistency, Response Rates, and Psychometric Properties by Benjamin Ogorek, Thomas Rhoads, Erica Smith

“…A fall risk measure derived from the survey data showed evidence of reliability and validity. …”
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Using linked data to explore medical complications associated with Robson classification of cesarean deliveries in Massachusetts, 2011 to 2018AJOG Global Reports at a Glance by Ruby Barnard-Mayers, MPH, Eugene Declercq, PhD, Eleanor J. Murray, ScD, Tina D. Yarrington, MD, FACOG, Martha M. Werler, DSc

“…Using the WHO Robson Classification System Implementation guide, we categorized births into one of its 10 categories based on data from birth certificate records and ICD-9 and ICD-10 codes from billing records. …”
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Prediction of altered 3'- UTR miRNA-binding sites from RNA-Seq data: the swine leukocyte antigen complex (SLA) as a model region. by Marie-Laure Endale Ahanda, Eric R Fritz, Jordi Estellé, Zhi-Liang Hu, Ole Madsen, Martien A M Groenen, Dario Beraldi, Ronan Kapetanovic, David A Hume, Robert R R Rowland, Joan K Lunney, Claire Rogel-Gaillard, James M Reecy, Elisabetta Giuffra

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Validation of data quality in the Swedish quality register of gynecologic cancer for cervical cancer and vulvar cancer—a Swedish gynecologic cancer group (Swe‐GCG) study by Maria Bjurberg, Kristina Hellman, Tim A. Säll, Christian Staf, Christer Borgfeldt, Erik Holmberg, Jenny Jönsson, Gabriel Lindahl, Angelique Flöter Rådestad, Camilla Sköld, Katja Stenström Bohlin, Karin Stålberg, Elisabeth Åvall‐Lundqvist, Preben Kjølhede, Pernilla Dahm‐Kähler

“…Comparability was assessed by reviewing the adherence to international standards regarding coding. Validity was evaluated by the agreement between re‐abstracted data and original data in the SQRGC. …”
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A Common Language of Software Evolution in Repositories (CLOSER) by Jordan Garrity, David Cutting

“…Version Control Systems (VCSs) are used by development teams to manage the collaborative evolution of source code, and there are several widely used industry standard VCSs. …”
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Infection‐Related Hospitalization and Incident Heart Failure in MarketScan: A Case‐Crossover Study by Rebecca L. Molinsky, Pamela L. Lutsey, Rob F. Walker, Wendy Wang, Melana Yuzefpolskaya, Katherine Giorgio, David M. Vock, Richard MacLehose, Paolo C. Colombo, Ryan T. Demmer

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