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Generalization of Machine Learning Approaches to Identify Notifiable Conditions from a Statewide Health Information Exchange.
AMIA Jt Summits Transl Sci Proc. 2020 May 30;2020:152-161. eCollection 2020.
AMIA Jt Summits Transl Sci Proc. 2020.
PMID: 32477634
Free PMC article.
Generative Adversarial Networks for Creating Synthetic Free-Text Medical Data: A Proposal for Collaborative Research and Re-use of Machine Learning Models.
Kasthurirathne SN, Dexter G, Grannis SJ.
Kasthurirathne SN, et al.
AMIA Jt Summits Transl Sci Proc. 2021 May 17;2021:335-344. eCollection 2021.
AMIA Jt Summits Transl Sci Proc. 2021.
PMID: 34457148
Free PMC article.
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An Adversorial Approach to Enable Re-Use of Machine Learning Models and Collaborative Research Efforts Using Synthetic Unstructured Free-Text Medical Data.
Kasthurirathne SN, Dexter G, Grannis SJ.
Kasthurirathne SN, et al.
Stud Health Technol Inform. 2019 Aug 21;264:1510-1511. doi: 10.3233/SHTI190509.
Stud Health Technol Inform. 2019.
PMID: 31438206
Free article.
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Randomized Linear Algebra Approaches to Estimate the Von Neumann Entropy of Density Matrices.
Kontopoulou EM, Dexter GP, Szpankowski W, Grama A, Drineas P.
Kontopoulou EM, et al. Among authors: dexter gp.
IEEE Trans Inf Theory. 2020;66(8):5003-5021. doi: 10.1109/tit.2020.2971991. Epub 2018 Aug 16.
IEEE Trans Inf Theory. 2020.
PMID: 33746243
Free PMC article.
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