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The obesity paradox in ICU patients.
Janice Pan, Shaffer R, Sinno Z, Tyler M, Ghosh J. Janice Pan, et al. Conf Proc IEEE Eng Med Biol Soc. 2017 Jul;2017:3360-3364. doi: 10.1109/EMBC.2017.8037576. Conf Proc IEEE Eng Med Biol Soc. 2017. PMID: 29060617
CP Tensor Decomposition with Cannot-Link Intermode Constraints.
Henderson J, Malin BA, Denny JC, Kho AN, Sun J, Ghosh J, Ho JC. Henderson J, et al. Proc SIAM Int Conf Data Min. 2019 May;2019:711-719. doi: 10.1137/1.9781611975673.80. Proc SIAM Int Conf Data Min. 2019. PMID: 31198618 Free PMC article.
Multivariate temporal symptomatic characterization of cardiac arrest.
Park Y, Ho JC, Ghosh J. Park Y, et al. Conf Proc IEEE Eng Med Biol Soc. 2013;2013:3222-5. doi: 10.1109/EMBC.2013.6610227. Conf Proc IEEE Eng Med Biol Soc. 2013. PMID: 24110414
Phenotyping through Semi-Supervised Tensor Factorization (PSST).
Henderson J, He H, Malin BA, Denny JC, Kho AN, Ghosh J, Ho JC. Henderson J, et al. AMIA Annu Symp Proc. 2018 Dec 5;2018:564-573. eCollection 2018. AMIA Annu Symp Proc. 2018. PMID: 30815097 Free PMC article.
Phenotype Instance Verification and Evaluation Tool (PIVET): A Scaled Phenotype Evidence Generation Framework Using Web-Based Medical Literature.
Henderson J, Ke J, Ho JC, Ghosh J, Wallace BC. Henderson J, et al. J Med Internet Res. 2018 May 4;20(5):e164. doi: 10.2196/jmir.9610. J Med Internet Res. 2018. PMID: 29728351 Free PMC article.
PheKnow-Cloud: A Tool for Evaluating High-Throughput Phenotype Candidates using Online Medical Literature.
Henderson J, Bridges R, Ho JC, Wallace BC, Ghosh J. Henderson J, et al. AMIA Jt Summits Transl Sci Proc. 2017 Jul 26;2017:149-157. eCollection 2017. AMIA Jt Summits Transl Sci Proc. 2017. PMID: 28815124 Free PMC article.
Limestone: high-throughput candidate phenotype generation via tensor factorization.
Ho JC, Ghosh J, Steinhubl SR, Stewart WF, Denny JC, Malin BA, Sun J. Ho JC, et al. J Biomed Inform. 2014 Dec;52:199-211. doi: 10.1016/j.jbi.2014.07.001. Epub 2014 Jul 16. J Biomed Inform. 2014. PMID: 25038555 Free PMC article.
Building bridges across electronic health record systems through inferred phenotypic topics.
Chen Y, Ghosh J, Bejan CA, Gunter CA, Gupta S, Kho A, Liebovitz D, Sun J, Denny J, Malin B. Chen Y, et al. J Biomed Inform. 2015 Jun;55:82-93. doi: 10.1016/j.jbi.2015.03.011. Epub 2015 Apr 1. J Biomed Inform. 2015. PMID: 25841328 Free PMC article.
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