Joeky Senders

179 General discussion References 1. Ostrom QT, Gittleman H, Liao P, Vecchione-Koval T, Wolinsky Y, Kruchko C, et al. CBTRUS Statistical Report: Primary brain and other central nervous system tumors diagnosed in the United States in 2010–2014. Neuro-Oncology. 2017 Nov 6;19(suppl_5):v1–88. 2. Bishop C. Pattern Recognition and Machine Learning [Internet]. New York: Springer-Verlag; 2006 [cited 2019 Mar 28]. (Information Science and Statistics). Available from: https://www.springer.com/in/ book/9780387310732 3. LeCun Y, Bengio Y, Hinton G. Deep learning. Nature. 2015 May 27;521(7553):436–44. 4. Beam AL, Kohane IS. Big Data and Machine Learning in Health Care. JAMA. 2018 Apr 3;319(13):1317–8. 5. Woolhandler S, Himmelstein DU. Administrative work consumes one-sixth of U.S. physicians’ working hours and lowers their career satisfaction. Int J Health Serv. 2014;44(4):635–42. 6. Rand V, Coleman C, Park R, Karar A, Khairat S. Towards Understanding the Impact of EHR-Related Information Overload on Provider Cognition. Stud Health Technol Inform. 2018;251:277–80. 7. Rajkomar A, Dean J, Kohane I. Machine Learning in Medicine. N Engl J Med. 2019 04;380(14):1347–58. 8. Christodoulou E, Ma J, Collins GS, Steyerberg EW, Verbakel JY, Van Calster B. A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models. Journal of Clinical Epidemiology. 2019 Jun 1;110:12–22. 9. Dabbish L, Stuart C, Tsay J, Herbsleb J. Social coding in GitHub: transparency and collaboration in an open software repository. In: Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work - CSCW ’12 [Internet]. Seattle, Washington, USA: ACM Press; 2012 [cited 2019 Mar 13]. p. 1277. Available from: http://dl.acm.org/citation.cfm?doid=2145204.2145396

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