Exploring critical factors for enhancing the effectiveness of scientific and technological innovation and policy implications based on data from China by Lijun Liang, Peirong Chen, Mengwan Zhang, Zheng Guo

“…To identify the critical factors that influence the enhancement of S&T innovation effectiveness, this study employs the grounded theory and qualitative analysis techniques. Based on survey data from domestic researchers (286 responses), a critical factor model was developed consisting of five primary dimensions: “researchers’ professional skills–research team collaboration–research management and organizational support–construction of a research innovation environment–research policy and incentive mechanisms”. …”
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In vitro high-content screening reveals miR-429 as a protective molecule in photoreceptor degeneration by Georgios Petrogiannakis, Irene Guadagnino, Santiago Negueruela, Martina Di Guida, Elena Marrocco, Mariateresa Pizzo, Annalaura Torella, Mariateresa Zanobio, Marianthi Karali, Diego Luis Medina, Sabrina Carrella, Sandro Banfi

“…MicroRNAs (miRNAs), a class of endogenous non-coding RNAs with post-transcriptional regulatory properties, are known to play a major role in retinal function, both in physiological and pathological conditions. …”
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A new framework for cortico-striatal plasticity: behavioural theory meets in vitro data at the reinforcement-action interface. by Kevin N Gurney, Mark D Humphries, Peter Redgrave

“…Validating the model, we show it can account for behavioural data describing extinction, renewal, and reacquisition, and replicate in vitro experimental data on cortico-striatal plasticity. …”
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Unsupervised Multivariate Time Series Data Anomaly Detection in Industrial IoT: A Confidence Adversarial Autoencoder Network by Jiahao Shan, Donghong Cai, Fang Fang, Zahid Khan, Pingzhi Fan

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Barriers and facilitators to data quality of electronic health records used for clinical research in China: a qualitative study by Hongling Chu, Nan Li, Yiming Zhao, Kaiwen Ni, Lin Zeng

“…To improve data quality, suggestions from participants included: better staff training, providing monetary incentives, performing daily data verification, improving software functionality and coding structures as well as enhancing multidisciplinary cooperation.Conclusions These results provide a basis to begin to address current barriers and ultimately to improve validity and generalisability of research findings in China.…”
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Integrated analysis of mutation data from various sources identifies key genes and signaling pathways in hepatocellular carcinoma. by Yuannv Zhang, Zhaoping Qiu, Lin Wei, Ruqi Tang, Baofeng Lian, Yingjun Zhao, Xianghuo He, Lu Xie

“…<h4>Principal findings</h4>In this study, we integrated mutation data obtained from various sources and performed pathway and network analysis. …”
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The first high-quality chromosome-level genome of Parupeneus biaculeatus using HiFi and Hi-C data by Zhisen Luo, Murong Yi, Xiaodong Yang, Zihao Luo, Xiafang Li, Changping Jiang, Bin Kang, Liangliang Huang, Hung-Du Lin, Xiongbo He, Yunrong Yan

“…A total of 22,490 protein-coding genes were predicted, of which 98.37% were functionally annotated. …”
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Trends in acute care of cerebrovascular events – a joinpoint analysis with German hospital data from 2000 to 2021 by Richard Schmidt, Charlotte Huber, Johann Otto Pelz, Joseph Classen, Dominik Michalski

“…Methods We conducted a retrospective analysis of nationwide hospital administrative data, assessing annual case counts, age-standardized rates, mean length of stay, and annual inpatient case days (AICD). …”
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Genome-Wide Characterization of RNA Editing Sites in Primary Gastric Adenocarcinoma through RNA-seq Data Analysis by Javad Behroozi, Shirin Shahbazi, Mohammad Reza Bakhtiarizadeh, Habibollah Mahmoodzadeh

“…Here, we provided a comprehensive overview of the RNA editing sites in gastric adenocarcinoma and highlighted some of their possible contributions to gastric cancer. RNA-seq data corresponding to 8 gastric adenocarcinoma and their paired nontumor counterparts were retrieved from the GEO database. …”
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MRA-VSS: A Matrix-Based Reversible and Authenticable Visual Secret-Sharing Scheme Using Dual Meaningful Images by Chia-Chen Lin, En-Ting Chu, Ya-Fen Chang, Ersin Elbasi

“…The experimental results confirm that our designed MRA-VSS successfully embeds pixels’ partial information and authentication code into cover pixel pairs at the cost of slight distortion during data hiding. …”
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Real-Time Monitoring of the CO2 Footprint of Production for SMEs by Henning Strauß, Julian Sasse

“…With the help of a wide range of sensors, consumption such as energy, compressed air and cooling lubricants are dynamically measured as well as material consumption. The measurement data is then processed, stored and visualized with the help of open-source low-code platforms. …”
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Whole genome sequencing data of Klebsiella pneumoniae Ch1-39 isolated from chili powderNCBI by Mayra Paola Mena Navarro, Merle Ariadna Espinosa Bernal, Ana Laura Vega Rodríguez, Daniel Alejandro Ferrusca Bernal, Juan Enrique de Jesús López, Maria Carlota García Gutiérrez, Karla Isabel Lira De León, Bertha Isabel Carvajal Gaimez, David Gustavo García Gutiérrez, Alma Delia Bertadillo Jilote, Miguel Angel Ramos Lopez, José Luis Hernández Flores, Juan Campos Guillén

“…The genome data was deposited at National Center for Biotechnology Information (NCBI) under accession number Bioproject ID PRJNA1062060, Bio Sample ID SAMN40269967. …”
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Factors associated with mortality among inpatients at Koidu Government Hospital, Sierra Leone: A Secondary data analysis by Ivan Augustine Barrie, Solomon Aiah Sogbeh, Babatunde Duduyemi, Umaru Sesay, Amara Alhaji Sheriff, Anna Jammeh, Adel Hussein Elduma, Gebrekrstos Negash Gebru

“…Methods: A retrospective cross-sectional study analyzed KGH inpatient data from 2020-2022, examining admission details, demographics, and primary death causes using ICD-11 coding. …”
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Epidemiology and Health Care of Generalized Pustular Psoriasis in Germany &amp;ndash; Methodology and Outcomes of Claims Data Analysis by Hagenström K, Müller K, Ben-Anaya N, Augustin M

“…Variations in how GPP is diagnosed and coded might explain differences in reported prevalence and costs. …”
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Designing a Model for Implementing Digital Banking Policy Based on Using Big Data in Iranian Banking Industry by Rahmatollah Gholipour Souteh, Hamed Esmaeili Rad

“…The research data was analyzed through a process of open, axial, and selective coding, which allowed for the extraction and categorization of key concepts. …”
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Retrospective analysis of COVID-19 clinical and laboratory data: Constructing a multivariable model across different comorbidities by Mahdieh Shokrollahi Barough, Mohammad Darzi, Masoud Yunesian, Danesh Amini Panah, Yekta Ghane, Sam Mottahedan, Sohrab Sakinehpour, Tahereh Kowsarirad, Zahra Hosseini-Farjam, Mohammad Reza Amirzargar, Samaneh Dehghani, Fahimeh Shahriyary, Mohammad Mahdi Kabiri, Marzieh Nojomi, Neda Saraygord-Afshari, Seyedeh Ghazal Mostofi, Zeynab Yassin, Nazanin Mojtabavi

“…Clinical and laboratory data, along with comorbidity information, were collected and analyzed using advanced coding, data alignment, and regression analyses. …”
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FEATURES using reversible logic operations IN MODELING IRREVERSIBLE COMPUTING on the reversibly COMPUTER by Svetlana Anatolevna Inozemtseva

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Long non-coding RNA colon cancer–associated transcript 1 functions as a competing endogenous RNA to regulate cyclin-dependent kinase 1 expression by sponging miR-490-3p in hepatoce... by Chunqing Dou, Liyuan Sun, Xin Jin, Mingming Han, Bao Zhang, Tao Li

“…Hepatocellular carcinoma is an aggressive neoplasm and is one of the most common human cancers. Recently, long non-coding RNAs have been demonstrated to participate in pathogenesis of many diseases including the progression in several cancers. …”
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A qualitative mystery shopper study that de(codes) the experiences of English and Spanish-speaking patients who call to schedule a first-time primary care appointment in the Los An... by Esmeralda Melgoza, Ahmad Ismail, Lucía Félix-Beltrán, Rosario Majano, Arturo Vargas Bustamante

“…The researchers then inductively coded the transcripts using thematic analysis on Dedoose version 9.2.012. …”
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Development and validation of a risk scoring system to identify patients with lupus nephritis in electronic health record data by Christine Anastasiou, Zara Izadi, Jinoos Yazdany, Gabriela Schmajuk, Milena Gianfrancesco

“…We investigated the current performance of International Classification of Diseases (ICD) codes, 9th and 10th editions (ICD9/10), for identifying prevalent LN, and developed scoring systems to increase identification of LN that are adaptable to settings with and without LN ICD codes.Methods Training and test sets derived from EHR data from a large health system. …”
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