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1861Publicado 2021“…A very few in-depth literature reviews have been conducted to synthesize the knowledge and identify future research agenda including a previously published review on data science for COVID-19 in this article. In this article, we synthesized reviewed recent literature that focuses on the usages and applications of AI and ML to fight against COVID-19. …”
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1862por Shome, Debaditya, Kar, T., Mohanty, Sachi Nandan, Tiwari, Prayag, Muhammad, Khan, AlTameem, Abdullah, Zhang, Yazhou, Saudagar, Abdul Khader Jilani“…Considering these limitations and the advancements in data science, we proposed a Vision Transformer-based deep learning pipeline for COVID-19 detection from chest X-ray-based imaging. …”
Publicado 2021
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1863por Froyland, Gary, Giannakis, Dimitrios, Lintner, Benjamin R., Pike, Maxwell, Slawinska, Joanna“…Here, we show that the spectral theory of dynamical systems, combined with techniques from data science, provides an effective means for extracting coherent modes of climate variability from high-dimensional model and observational data, requiring no frequency prefiltering, but recovering multiple timescales and their interactions. …”
Publicado 2021
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1864por Jiang, Jyun-Yu, Zhou, Yichao, Chen, Xiusi, Jhou, Yan-Ru, Zhao, Liqi, Liu, Sabrina, Yang, Po-Chun, Ahmar, Jule, Wang, Wei“…This article is part of the theme issue ‘Data science approachs to infectious disease surveillance’.…”
Publicado 2022
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1865por Jing, Fengshi, Zhang, Qingpeng, Ong, Jason J., Xie, Yewei, Ni, Yuxin, Cheng, Mengyuan, Huang, Shanzi, Zhou, Yi, Tang, Weiming“…This article is part of the theme issue ‘Data science approaches to infectious disease surveillance’.…”
Publicado 2022
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1866por Vega, Julio, Li, Meng, Aguillera, Kwesi, Goel, Nikunj, Joshi, Echhit, Khandekar, Kirtiraj, Durica, Krina C., Kunta, Abhineeth R., Low, Carissa A.“…RAPIDS is formed by a group of R and Python scripts that are executed on top of reproducible virtual environments, orchestrated by a workflow management system, and organized following a consistent file structure for data science projects. We share open source, documented, extensible and tested code to preprocess, extract, and visualize behavioral features from data collected with any Android or iOS smartphone sensing app as well as Fitbit and Empatica wearable devices. …”
Publicado 2021
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1867por Lin, Ya-Wen, Lin, Che-Huei, Pai, Lee-Wen, Mou, Chih-Hsin, Wang, Jong-Yi, Lin, Ming-Hung“…Data were obtained from the Health and Welfare Data Science Center of the Ministry of Health and Welfare in Taiwan. …”
Publicado 2021
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1868por Okawa, Atsushi“…In this situation, we realize that data science and robotics innovations are quite important in many medical fields. …”
Publicado 2022
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1869por Anbananthen, Kalaiarasi Sonai Muthu, Subbiah, Sridevi, Chelliah, Deisy, Sivakumar, Prithika, Somasundaram, Varsha, Velshankar, Kethaarini Harshana, Khan, M.K.A.Ahamed“…To demonstrate the applications of the proposed algorithm, aerial-intel datasets from the github data science repository are used. Results: Based on the experimental results done on the agricultural data, the following observations have been made. …”
Publicado 2021
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1870por ZEYNALI BUJANI, Meysam, BEHNAMPOUR, Mohammad, RAHIMI, Nima, SAFARI, Tahereh, KHAZAEI FEIZABAD, Abdurrashid, HOSSEIN SARBAZI, Armaghan, BANIASADI, Marzieh, REZAEI, Nima, ANSARI MOGHADDAM, Alireza“…Finally, the pooled estimates for different outcomes were calculated by the software for statistics and data science (STATA) version 15 and I(2) was used to determine the heterogeneity. …”
Publicado 2021
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1871“…Our recommendations combine complementary approaches in light of the evolving jurisprudence in India and provide a generalisable framework for health data exchange that balances individual rights with advances in data science.…”
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1872“…We believe that digital data exploited by researchers, policymakers, and peacekeepers, with data science tools as powerful as machine learning, could contribute to maximizing the societal benefits and minimizing the risks to peace. …”
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1873por Grimberg, Hadar, Tiwari, Vinay S., Tam, Benjamin, Gur-Arie, Lihi, Gingold, Daniela, Polachek, Lea, Akabayov, Barak“…In the era of data science, data-driven algorithms have emerged as powerful platforms that can consolidate bioisosteric rules for preferential modifications on small molecules with a common molecular scaffold. …”
Publicado 2022
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1874por Liu, Zhichao, Chen, Xi, Carter, Wendy, Moruf, Alicia, Komatsu, Takashi E., Pahwa, Sonia, Chan-Tack, Kirk, Snyder, Kevin, Petrick, Nicholas, Cha, Kenny, Lal-Nag, Madhu, Hatim, Qais, Thakkar, Shraddha, Lin, Yu, Huang, Ruili, Wang, Dong, Patterson, Tucker A., Tong, Weida“…This chapter elucidates the advantages of artificial intelligence (AI) in enhancing the drug repurposing process from a data science perspective, using COVID-19 as an example. …”
Publicado 2022
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1875por McKernan, Elizabeth P., Kumar, Manoj, Di Martino, Adriana, Shulman, Lisa, Kolevzon, Alexander, Lord, Catherine, Narayanan, Shrikanth, Kim, So Hyun“…Data science advances in behavioral signal processing and machine learning hold the promise to automatically quantify clinically meaningful behaviors that can be applied to a large amount of data. …”
Publicado 2022
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1878por Kappi, Mallikarjun, Chaman, Sab M., Biradar, Balabhim Sankrappa, Bagalkoti, Vitthal T.Enlace del recurso
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1880por Acharya, Anal, Mukherjee, Soumen, Bhattacharjee, Arup Kumar, Datta, Debabrata, Deyasi, ArpanEnlace del recurso
Publicado 2022
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