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Trends and Focus of Machine Learning Applications for Health Research.
Beaulieu-Jones B, Finlayson SG, Chivers C, Chen I, McDermott M, Kandola J, Dalca AV, Beam A, Fiterau M, Naumann T. Beaulieu-Jones B, et al. Among authors: beam a. JAMA Netw Open. 2019 Oct 2;2(10):e1914051. doi: 10.1001/jamanetworkopen.2019.14051. JAMA Netw Open. 2019. PMID: 31651969 Free PMC article.
Big Data and Machine Learning in Health Care.
Beam AL, Kohane IS. Beam AL, et al. JAMA. 2018 Apr 3;319(13):1317-1318. doi: 10.1001/jama.2017.18391. JAMA. 2018. PMID: 29532063 No abstract available.
Adversarial attacks on medical machine learning.
Finlayson SG, Bowers JD, Ito J, Zittrain JL, Beam AL, Kohane IS. Finlayson SG, et al. Science. 2019 Mar 22;363(6433):1287-1289. doi: 10.1126/science.aaw4399. Science. 2019. PMID: 30898923 Free PMC article. No abstract available.
Practical guidance on artificial intelligence for health-care data.
Ghassemi M, Naumann T, Schulam P, Beam AL, Chen IY, Ranganath R. Ghassemi M, et al. Lancet Digit Health. 2019 Aug;1(4):e157-e159. doi: 10.1016/S2589-7500(19)30084-6. Epub 2019 Aug 9. Lancet Digit Health. 2019. PMID: 33323184 Free article. No abstract available.
Time to reality check the promises of machine learning-powered precision medicine.
Wilkinson J, Arnold KF, Murray EJ, van Smeden M, Carr K, Sippy R, de Kamps M, Beam A, Konigorski S, Lippert C, Gilthorpe MS, Tennant PWG. Wilkinson J, et al. Among authors: beam a. Lancet Digit Health. 2020 Dec;2(12):e677-e680. doi: 10.1016/S2589-7500(20)30200-4. Epub 2020 Sep 16. Lancet Digit Health. 2020. PMID: 33328030 Free PMC article.
126 results