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Material Type: Artigo
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Data and its (dis)contents: A survey of dataset development and use in machine learning researchPaullada, Amandalynne ; Raji, Inioluwa Deborah ; Bender, Emily M. ; Denton, Emily ; Hanna, AlexPatterns (New York, N.Y.), 2021-11, Vol.2 (11), p.100336-100336, Article 100336 [Periódico revisado por pares]United States: Elsevier IncTexto completo disponível |
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Material Type: Artigo
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The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluationChicco, Davide ; Warrens, Matthijs J ; Jurman, GiuseppePeerJ. Computer science, 2021-07, Vol.7, p.e623-e623, Article e623 [Periódico revisado por pares]San Diego: PeerJ. LtdTexto completo disponível |
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Material Type: Artigo
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SymPy: symbolic computing in PythonMeurer, Aaron ; Smith, Christopher P ; Paprocki, Mateusz ; Certík, Ondrej ; Kirpichev, Sergey B ; Rocklin, Matthew ; Kumar, AMiT ; Ivanov, Sergiu ; Moore, Jason K ; Singh, Sartaj ; Rathnayake, Thilina ; Vig, Sean ; Granger, Brian E ; Muller, Richard P ; Bonazzi, Francesco ; Gupta, Harsh ; Vats, Shivam ; Johansson, Fredrik ; Pedregosa, Fabian ; Curry, Matthew J ; Terrel, Andy R ; Roucka, Stepán ; Saboo, Ashutosh ; Fernando, Isuru ; Kulal, Sumith ; Cimrman, Robert ; Scopatz, AnthonyPeerJ Comput.Sci, 2017-01, Vol.3, p.e103, Article e103 [Periódico revisado por pares]San Diego: PeerJ. LtdTexto completo disponível |
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Material Type: Artigo
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The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deploymentHaendel, Melissa A ; Chute, Christopher G ; Bennett, Tellen D ; Eichmann, David A ; Guinney, Justin ; Kibbe, Warren A ; Payne, Philip R O ; Pfaff, Emily R ; Robinson, Peter N ; Saltz, Joel H ; Spratt, Heidi ; Suver, Christine ; Wilbanks, John ; Wilcox, Adam B ; Williams, Andrew E ; Wu, Chunlei ; Blacketer, Clair ; Bradford, Robert L ; Cimino, James J ; Clark, Marshall ; Colmenares, Evan W ; Francis, Patricia A ; Gabriel, Davera ; Graves, Alexis ; Hemadri, Raju ; Hong, Stephanie S ; Hripscak, George ; Jiao, Dazhi ; Klann, Jeffrey G ; Kostka, Kristin ; Lee, Adam M ; Lehmann, Harold P ; Lingrey, Lora ; Miller, Robert T ; Morris, Michele ; Murphy, Shawn N ; Natarajan, Karthik ; Palchuk, Matvey B ; Sheikh, Usman ; Solbrig, Harold ; Visweswaran, Shyam ; Walden, Anita ; Walters, Kellie M ; Weber, Griffin M ; Zhang, Xiaohan Tanner ; Zhu, Richard L ; Amor, Benjamin ; Girvin, Andrew T ; Manna, Amin ; Qureshi, Nabeel ; Kurilla, Michael G ; Michael, Sam G ; Portilla, Lili M ; Rutter, Joni L ; Austin, Christopher P ; Gersing, Ken RJournal of the American Medical Informatics Association : JAMIA, 2021-03, Vol.28 (3), p.427-443 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Blockchain distributed ledger technologies for biomedical and health care applicationsKuo, Tsung-Ting ; Kim, Hyeon-Eui ; Ohno-Machado, LucilaJournal of the American Medical Informatics Association : JAMIA, 2017-11, Vol.24 (6), p.1211-1220 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Opportunities and challenges in developing deep learning models using electronic health records data: a systematic reviewXiao, Cao ; Choi, Edward ; Sun, JimengJournal of the American Medical Informatics Association : JAMIA, 2018-10, Vol.25 (10), p.1419-1428 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Distributed deep learning networks among institutions for medical imagingChang, Ken ; Balachandar, Niranjan ; Lam, Carson ; Yi, Darvin ; Brown, James ; Beers, Andrew ; Rosen, Bruce ; Rubin, Daniel L ; Kalpathy-Cramer, JayashreeJournal of the American Medical Informatics Association : JAMIA, 2018-08, Vol.25 (8), p.945-954 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Telehealth transformation: COVID-19 and the rise of virtual careWosik, Jedrek ; Fudim, Marat ; Cameron, Blake ; Gellad, Ziad F ; Cho, Alex ; Phinney, Donna ; Curtis, Simon ; Roman, Matthew ; Poon, Eric G ; Ferranti, Jeffrey ; Katz, Jason N ; Tcheng, JamesJournal of the American Medical Informatics Association : JAMIA, 2020-06, Vol.27 (6), p.957-962 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Impact of the digital divide in the age of COVID-19Ramsetty, Anita ; Adams, CristinJournal of the American Medical Informatics Association : JAMIA, 2020-07, Vol.27 (7), p.1147-1148 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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Using recurrent neural network models for early detection of heart failure onsetChoi, Edward ; Schuetz, Andy ; Stewart, Walter F ; Sun, JimengJournal of the American Medical Informatics Association : JAMIA, 2017-03, Vol.24 (2), p.361-370 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |