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Predicting the Future - Big Data, Machine Learning, and Clinical Medicine.
Obermeyer Z, Emanuel EJ. Obermeyer Z, et al. N Engl J Med. 2016 Sep 29;375(13):1216-9. doi: 10.1056/NEJMp1606181. N Engl J Med. 2016. PMID: 27682033 Free PMC article. No abstract available.
Estimating 1-Year Mortality for High-Risk Primary Care Patients Using the "Surprise" Question.
Lakin JR, Robinson MG, Bernacki RE, Powers BW, Block SD, Cunningham R, Obermeyer Z. Lakin JR, et al. Among authors: obermeyer z. JAMA Intern Med. 2016 Dec 1;176(12):1863-1865. doi: 10.1001/jamainternmed.2016.5928. JAMA Intern Med. 2016. PMID: 27695853 Free PMC article. No abstract available.
Early death after emergency department discharge in patients with psychiatric illness.
Chang BP, Pany MJ, Obermeyer Z. Chang BP, et al. Among authors: obermeyer z. Am J Emerg Med. 2017 May;35(5):784-786. doi: 10.1016/j.ajem.2016.11.040. Epub 2016 Nov 17. Am J Emerg Med. 2017. PMID: 27884584 Free PMC article. No abstract available.
Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data.
Makar M, Ghassemi M, Cutler DM, Obermeyer Z. Makar M, et al. Among authors: obermeyer z. Int J Mach Learn Comput. 2015 Jun;5(3):192-197. doi: 10.7763/IJMLC.2015.V5.506. Int J Mach Learn Comput. 2015. PMID: 28018571 Free PMC article.
Does Machine Learning Automate Moral Hazard and Error?
Mullainathan S, Obermeyer Z. Mullainathan S, et al. Among authors: obermeyer z. Am Econ Rev. 2017 May;107(5):476-480. doi: 10.1257/aer.p20171084. Am Econ Rev. 2017. PMID: 28781376 Free PMC article. No abstract available.
Lost in Thought - The Limits of the Human Mind and the Future of Medicine.
Obermeyer Z, Lee TH. Obermeyer Z, et al. N Engl J Med. 2017 Sep 28;377(13):1209-1211. doi: 10.1056/NEJMp1705348. N Engl J Med. 2017. PMID: 28953443 Free PMC article. No abstract available.
Predictive modeling of U.S. health care spending in late life.
Einav L, Finkelstein A, Mullainathan S, Obermeyer Z. Einav L, et al. Among authors: obermeyer z. Science. 2018 Jun 29;360(6396):1462-1465. doi: 10.1126/science.aar5045. Science. 2018. PMID: 29954980 Free PMC article.
Development and Application of a Machine Learning Approach to Assess Short-term Mortality Risk Among Patients With Cancer Starting Chemotherapy.
Elfiky AA, Pany MJ, Parikh RB, Obermeyer Z. Elfiky AA, et al. Among authors: obermeyer z. JAMA Netw Open. 2018 Jul 6;1(3):e180926. doi: 10.1001/jamanetworkopen.2018.0926. JAMA Netw Open. 2018. PMID: 30646043 Free PMC article.
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