Improving palliative care with deep learning
作者： Anand Avati , Kenneth Jung , Stephanie Harman , Lance Downing , Andrew Ng
DOI: 10.1186/S12911-018-0677-8
关键词:
摘要: … admitted. This is because it is much easier for the palliative care staff to intervene with admitted patients. This problem formulation and modeling has been previously described in [37]. …
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William A. Knaus, The APACHE III Prognostic System Chest. ,vol. 102, pp. 1920- ,(1992) , 10.1016/S0012-3692(16)40910-4
Frances Sheldon Macmillan, Editorial. New purchasing arrangements in the NHS Palliative Medicine. ,vol. 12, pp. 411- 413 ,(1998) , 10.1191/026921698670033936
Susan C. Weber, Todd A. Ferris, Henry J. Lowe, Penni M. Hernandez, STRIDE – An Integrated Standards-Based Translational Research Informatics Platform american medical informatics association annual symposium. ,vol. 2009, pp. 391- 395 ,(2009) , 10.1161/CIR.0000000000000152
Diederik P. Kingma, Jimmy Ba, Adam: A Method for Stochastic Optimization arXiv: Learning. ,(2014)
Hinrich Schütze, Christopher D. Manning, Prabhakar Raghavan, Introduction to Information Retrieval ,(2005)
Kavitha J. Ramchandran, Joseph W. Shega, Jamie Von Roenn, Mark Schumacher, Eytan Szmuilowicz, Alfred Rademaker, Bing Bing Weitner, Pooja D. Loftus, Isabella M. Chu, Sigmund Weitzman, A predictive model to identify hospitalized cancer patients at risk for 30-day mortality based on admission criteria via the electronic medical record. Cancer. ,vol. 119, pp. 2074- 2080 ,(2013) , 10.1002/CNCR.27974
Mark E. Cowen, Robert L. Strawderman, Jennifer L. Czerwinski, Mary Jo Smith, Lakshmi K. Halasyamani, Mortality predictions on admission as a context for organizing care activities. Journal of Hospital Medicine. ,vol. 8, pp. 229- 235 ,(2013) , 10.1002/JHM.1998
Tamara Dumanovsky, Rachel Augustin, Maggie Rogers, Katrina Lettang, Diane E. Meier, R. Sean Morrison, The Growth of Palliative Care in U.S. Hospitals: A Status Report Journal of Palliative Medicine. ,vol. 19, pp. 8- 15 ,(2016) , 10.1089/JPM.2015.0351
Debbie Selby, Anita Chakraborty, Tammy Lilien, Erica Stacey, Liying Zhang, Jeff Myers, Clinician accuracy when estimating survival duration: the role of the patient's performance status and time-based prognostic categories. Journal of Pain and Symptom Management. ,vol. 42, pp. 578- 588 ,(2011) , 10.1016/J.JPAINSYMMAN.2011.01.012