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2141“…One-to-one interviews were conducted with researchers, clinicians, machine learning experts, and senior research managers in health data science (N=6) to explore their specific needs in the development of a concept library. …”
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2142por Bakkelund, Daniel“…The dissimilarities are obtained from a data science project in the company owning the data, trying to tackle the very problem of recovering the copy-paste links. …”
Publicado 2022
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2145
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2146
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2147
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2148por Preuss, Kiersten, Thach, Nate, Liang, Xiaoying, Baine, Michael, Chen, Justin, Zhang, Chi, Du, Huijing, Yu, Hongfeng, Lin, Chi, Hollingsworth, Michael A., Zheng, Dandan“…Radiomics and deep learning, two trendy quantitative imaging methods that take advantage of data science and modern medical imaging, have shown increasing promise in advancing the precision management of pancreatic cancer via diagnosing of precursor diseases, early detection, accurate diagnosis, and treatment personalization and optimization. …”
Publicado 2022
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2149por Yoo, Jang, Lee, Jaeho, Cheon, Miju, Woo, Sang-Keun, Ahn, Myung-Ju, Pyo, Hong Ryull, Choi, Yong Soo, Han, Joung Ho, Choi, Joon Young“…Machine learning (ML) as an empirical data science has become relevant to nuclear medicine. …”
Publicado 2022
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2150por Nwosu, Amara Callistus, McGlinchey, Tamsin, Sanders, Justin, Stanley, Sarah, Palfrey, Jennifer, Lubbers, Patrick, Chapman, Laura, Finucane, Anne, Mason, Stephen“…CONCLUSIONS: The priorities identified in this study represent a wide range of important emerging areas in the fields of digital health, personalized medicine, and data science. Human-centered design and robust governance systems should be considered in future research. …”
Publicado 2022
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2151por Kuo, Tony, Inkelas, Moira, Manuel, Vladimir, Nianogo, Roch A., Morrison, Douglas E., Arah, Onyebuchi A.“…The team partnered with a new LAC Data Science Team to foster a collaborative learning environment for scientists and public health personnel, employing improvement and implementation science to help mitigate COVID-19 outbreaks in sectors including healthcare, skilled nursing facilities, and K-12 education. …”
Publicado 2022
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2152por Matentzoglu, Nicolas, Balhoff, James P, Bello, Susan M, Bizon, Chris, Brush, Matthew, Callahan, Tiffany J, Chute, Christopher G, Duncan, William D, Evelo, Chris T, Gabriel, Davera, Graybeal, John, Gray, Alasdair, Gyori, Benjamin M, Haendel, Melissa, Harmse, Henriette, Harris, Nomi L, Harrow, Ian, Hegde, Harshad B, Hoyt, Amelia L, Hoyt, Charles T, Jiao, Dazhi, Jiménez-Ruiz, Ernesto, Jupp, Simon, Kim, Hyeongsik, Koehler, Sebastian, Liener, Thomas, Long, Qinqin, Malone, James, McLaughlin, James A, McMurry, Julie A, Moxon, Sierra, Munoz-Torres, Monica C, Osumi-Sutherland, David, Overton, James A, Peters, Bjoern, Putman, Tim, Queralt-Rosinach, Núria, Shefchek, Kent, Solbrig, Harold, Thessen, Anne, Tudorache, Tania, Vasilevsky, Nicole, Wagner, Alex H, Mungall, Christopher J“…(ii) Defining an easy-to-use simple table-based format that can be integrated into existing data science pipelines without the need to parse or query ontologies, and that integrates seamlessly with Linked Data principles. …”
Publicado 2022
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2153por Verma, Deepika, Jansen, Duncan, Bach, Kerstin, Poel, Mannes, Mork, Paul Jarle, d’Hollosy, Wendy Oude Nijeweme“…METHODS: Using two datasets consisting of PROMs from (1) care-seeking low back pain patients in primary care who participated in a randomized controlled trial, and (2) patients with neck and/or low back pain referred to multidisciplinary biopsychosocial rehabilitation, we present data science methods for data prepossessing and evaluate selected regression and classification methods for predicting patient outcomes. …”
Publicado 2022
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2154por Noor, Kawsar, Roguski, Lukasz, Bai, Xi, Handy, Alex, Klapaukh, Roman, Folarin, Amos, Romao, Luis, Matteson, Joshua, Lea, Nathan, Zhu, Leilei, Asselbergs, Folkert W, Wong, Wai Keong, Shah, Anoop, Dobson, Richard JB“…The platform also facilitates the extraction of structured data from free-text records through use of the MedCAT natural language processing library. Finally, data science tools are made available to support data scientists and the development of downstream applications dependent upon data ingested and analyzed by CogStack. …”
Publicado 2022
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2155por Patton, Desmond U., Aguilar, Nathan, Landau, Aviv Y., Thomas, Chris, Kagan, Rachel, Ren, Tianai, Stoneberg, Eric, Wang, Timothy, Halmos, Daniel, Saha, Anish, Ananthram, Amith, McKeown, Kathleen“…In order to assess the degree to which the themes discovered in our qualitative interviews were shared by the broader community, we developed an integrative community data science study which leveraged natural language processing and computer vision techniques to study text and images on public social media data of 12 million tweets generated by residents. …”
Publicado 2022
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2156por Cunningham-Burley, Sarah, McCartney, Daniel L., Campbell, Archie, Flaig, Robin, Orange, Clare E. L., Porteous, Carol, Aitken, Mhairi, Mulholland, Ciaran, Davidson, Sara, McCafferty, Selena M., Murphy, Lee, Wrobel, Nicola, McCafferty, Sarah, Wallace, Karen, StClair, David, Kerr, Shona, Hayward, Caroline, McIntosh, Andrew M., Sudlow, Cathie, Marioni, Riccardo E., Pell, Jill, Miedzybrodzka, Zosia, Porteous, David J.“…Through the feasibility study, we have demonstrated the potential value of research access for health data science and predictive medicine.…”
Publicado 2022
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2157por Borja Brugés, Cindy N, Rindorf, Dinah K, Cepeda, Marcos, Schultz Hansen, Kristian“…The survey was distributed through a human data science company (IQVIA), collected using an online survey tool (QuestionPro(®)), and analyzed using Stata/MP, StataCorp. …”
Publicado 2022
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2158por Lovell, David, Vella, Kellie, Muñoz, Diego, McKague, Matt, Brereton, Margot, Ellis, Peter“…Second, these findings were iteratively discussed by the authors, who have combined expertise across electronics, data science, cybersecurity, human–computer interaction and forensic pathology. …”
Publicado 2022
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2159por Almas, Aysha, Awan, Safia, Bloomfield, Gerald, Nisar, Muhammad Imran, Siddiqi, Sameen, Ahmed, Asma, Ali, Asad, Shafqat, Saad Hameed, Bhutta, Zulfiqar Ahmed, Mark, Daniel Benjamin, Douglas, Pamela, Bartlett, John, Jafar, Tazeen H, Samad, Zainab“…Most participants identified cardiovascular diseases as a priority thematic area and health information technology and data science as key methodological approaches to be introduced into research training. …”
Publicado 2022
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2160por Bergen, Nicole, Kirkby, Katherine, Fuertes, Cecilia Vidal, Schlotheuber, Anne, Menning, Lisa, Mac Feely, Stephen, O'Brien, Katherine, Hosseinpoor, Ahmad Reza“…METHODS: This study used data from the University of Maryland Social Data Science Center Global COVID-19 Trends and Impact Survey. …”
Publicado 2022
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