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2161por Abiola, Odeyinka, Abayomi-Alli, Adebayo, Tale, Oluwasefunmi Arogundade, Misra, Sanjay, Abayomi-Alli, Olusola“…This study would be a tremendous step forward for students, researchers, and scholars who want to advance in fields like data science, machine learning, and deep learning. METHODOLOGY: The hashtag ‘COVID-19' was used to collect 1,048,575 tweets from Twitter. …”
Publicado 2023
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2162por Huie, J. Russell, Nielson, Jessica L., Wolfsbane, Jorden, Andersen, Clark R., Spratt, Heidi M., DeWitt, Douglas S., Ferguson, Adam R., Hawkins, Bridget E.“…The current study applied modern data science tools to manage this complexity and harmonize large-scale data to understand relationships between gene expression and behavioral outcomes in a preclinical model of chronic TBI (cTBI). …”
Publicado 2023
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2163por Tyan, Yeu-Sheng, Shen, Chao-Yu, Tantoh, Disline Manli, Hsu, Shu-Yi, Chou, Ying-Hsiang, Nfor, Oswald Ndi, Liaw, Yung-Po“…METHODS: We linked individual-level data of 3588 participants from the Taiwan Biobank to the National Health Insurance Research Database at the Health and Welfare Data Science Center. The association of the ESR1 rs2234693 variant and other variables with UFs was determined by multiple logistic regression, and the results were presented as odds ratios and 95% confidence intervals (CIs). …”
Publicado 2023
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2164“…BACKGROUND: The increasing amount of chemical reaction data makes traditional ways to navigate its corpus less effective, while the demand for novel approaches and instruments is rising. Recent data science and machine learning techniques support the development of new ways to extract value from the available reaction data. …”
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2165“…The Taiwan government and civil society harnessed the power of its National Health Insurance (NHI) database, and further employed data science and GIS to develop the Face-mask distribution system and QR code registration system. …”
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2166por Song, Insik, Kim, Minjin, Choi, Hangseok, Kim, Jeong Hwan, Lim, Kang Hyeon, Yoon, Hee Soo, Rah, Yoon Chan, Park, Euyhyun, Im, Gi Jung, Song, Jae-Jun, Chae, Sung-Won, Choi, June“…Data were collected during January 1, 2022–December 31, 2021 using the Observational Health Data Science and Informatics open-source software and Common Data Model database. …”
Publicado 2023
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2167por Eckhoff, Jennifer A., Rosman, Guy, Altieri, Maria S., Speidel, Stefanie, Stoyanov, Danail, Anvari, Mehran, Meier-Hein, Lena, März, Keno, Jannin, Pierre, Pugh, Carla, Wagner, Martin, Witkowski, Elan, Shaw, Paresh, Madani, Amin, Ban, Yutong, Ward, Thomas, Filicori, Filippo, Padoy, Nicolas, Talamini, Mark, Meireles, Ozanan R.“…There is a universal need among stakeholders in surgical data science to establish standardized frameworks that address all aspects of this lifecycle to ensure data quality and purpose. …”
Publicado 2023
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2168por Bhavsar, Sejal M, Clouser, Katharine N, Connolly, Hailey, Gadhavi, Jasmine, Kaur, Ranbir, Lozy, Tara, Naganathan, Srividya, Pierre, Margarette, Cruz, Mariawy Riollano, Shah, Pooja, Siu, Anita, Swenson, Carly, Ballance, Cathleen M“…DISCLOSURES: Tara Lozy, MA in Data Science, Eli Lilly & Company: Stocks/Bonds…”
Publicado 2023
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2169“…Important recommendations to manage the rapid pace of change include considering using emerging techniques from data science, machine learning, and Bayesian approaches and learning from other disciplines including computer science and engineering. …”
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2170por Oguz, Cihan, Sen, Shurjo K., Davis, Adam R., Fu, Yi-Ping, O’Donnell, Christopher J., Gibbons, Gary H.“…BACKGROUND: One goal of personalized medicine is leveraging the emerging tools of data science to guide medical decision-making. Achieving this using disparate data sources is most daunting for polygenic traits. …”
Publicado 2017
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2171“…These challenging questions might be re-examined systematically within an infodemiological frame on a much larger scale, leveraging the latest advancement in information technology and data science. OBJECTIVE: We expanded our previous work by investigating news media data to reveal the coverage of different diseases and medical conditions, together with their sentiments and topics in news articles over three decades. …”
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2172por Anderson, Christopher B.“…In this paper, I describe a trait-based approach to species identification with imaging spectroscopy, the Center for Conservation Biology species identification (CCB-ID) method, which was developed as part of an ecological data science evaluation competition. METHODS: These methods were developed using airborne imaging spectroscopy data from the National Ecological Observatory Network (NEON). …”
Publicado 2018
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2173“…Rapid advances in digital technologies and data science over the last few years are predicted to have a vast impact on health care services, configuring a paradigm shift into what is now commonly referred to as digital health. …”
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2174por Tolksdorf, Johanna, Kattan, Michael W., Boorjian, Stephen A., Freedland, Stephen J., Saba, Karim, Poyet, Cedric, Guerrios, Lourdes, De Hoedt, Amanda, Liss, Michael A., Leach, Robin J., Hernandez, Javier, Vertosick, Emily, Vickers, Andrew J., Ankerst, Donna P.“…This report outlines a comprehensive data science strategy for building such tools with application to the Prostate Biopsy Collaborative Group prostate cancer risk prediction tool. …”
Publicado 2019
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2175“…While there used to be a primary focus on statistical science in terms of methodological development for data analysis, the newly emerged discipline of data science is a reflection of the challenges presented by the need to integrate diverse data sources and exploit them using novel data- and knowledge-driven modelling methods while simultaneously recognising the value of quantitative as well as qualitative analytical approaches. …”
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2176por Rachid Zaim, Samir, Kenost, Colleen, Berghout, Joanne, Chiu, Wesley, Wilson, Liam, Zhang, Hao Helen, Lussier, Yves A.“…BACKGROUND: In this era of data science-driven bioinformatics, machine learning research has focused on feature selection as users want more interpretation and post-hoc analyses for biomarker detection. …”
Publicado 2020
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2177por Corsico, Paolo“…BACKGROUND: The convergence of neuroscience, genomics, and data science holds promise to unveil the neurobiology of psychosis and to produce new ways of preventing, diagnosing, and treating psychotic illness. …”
Publicado 2021
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2178por Czyzynska-Cichon, Izabela, Janik-Hazuka, Małgorzata, Szafraniec-Szczęsny, Joanna, Jasinski, Krzysztof, Węglarz, Władysław P, Zapotoczny, Szczepan, Chlopicki, Stefan“…Arterial blood pressure (systolic - SBP, diastolic – DBP) and heart rate (HR) were monitored continuously using a telemetry system (Data Science International), and Mean Arterial Pressure (MAP) was calculated from SBP and DBP. …”
Publicado 2021
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2179por Sydes, Matthew R, Barbachano, Yolanda, Bowman, Louise, Denwood, Tom, Farmer, Andrew, Garfield-Birkbeck, Steph, Gibson, Martin, Gulliford, Martin C, Harrison, David A, Hewitt, Catherine, Logue, Jennifer, Navaie, Will, Norrie, John, O'Kane, Martin, Quint, Jennifer K, Rycroft-Malone, Jo, Sheffield, Jonathan, Smeeth, Liam, Sullivan, Frank, Tizzard, Juliet, Walker, Paula, Wilding, John, Williamson, Paula R, Landray, Martin, Morris, Andrew, Walker, Rhoswyn R, Williams, Hywel C, Valentine, Janet“…There is the opportunity for the UK to build upon existing data science capabilities to identify, recruit and monitor patients in trials at scale.…”
Publicado 2021
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2180“…Based on the promising results, we believe our tool has the potential to help bring data science into the service of genome biology and evolution. …”
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