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Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation.
Singh G, Hussain Y, Xu Z, Sholle E, Michalak K, Dolan K, Lee BC, van Rosendael AR, Fatima Z, Peña JM, Wilson PWF, Gotto AM Jr, Shaw LJ, Baskaran L, Al'Aref SJ. Singh G, et al. Among authors: sholle e. PLoS One. 2020 Sep 30;15(9):e0239934. doi: 10.1371/journal.pone.0239934. eCollection 2020. PLoS One. 2020. PMID: 32997716 Free PMC article.
Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing.
Pandey M, Xu Z, Sholle E, Maliakal G, Singh G, Fatima Z, Larine D, Lee BC, Wang J, van Rosendael AR, Baskaran L, Shaw LJ, Min JK, Al'Aref SJ. Pandey M, et al. Among authors: sholle e. PLoS One. 2020 Jul 30;15(7):e0236827. doi: 10.1371/journal.pone.0236827. eCollection 2020. PLoS One. 2020. PMID: 32730362 Free PMC article.
Utilizing electronic health data and machine learning for the prediction of 30-day unplanned readmission or all-cause mortality in heart failure.
Beecy AN, Gummalla M, Sholle E, Xu Z, Zhang Y, Michalak K, Dolan K, Hussain Y, Lee BC, Zhang Y, Goyal P, Campion TR Jr, Shaw LJ, Baskaran L, Al'Aref SJ. Beecy AN, et al. Among authors: sholle e. Cardiovasc Digit Health J. 2020 Oct 22;1(2):71-79. doi: 10.1016/j.cvdhj.2020.07.004. eCollection 2020 Sep-Oct. Cardiovasc Digit Health J. 2020. PMID: 35265878 Free PMC article.
Using electronic health records for population health sciences: a case study to evaluate the associations between changes in left ventricular ejection fraction and the built environment.
Zhang Y, Tayarani M, Al'Aref SJ, Beecy AN, Liu Y, Sholle E, RoyChoudhury A, Axsom KM, Gao HO, Pathak J, Ancker JS. Zhang Y, et al. Among authors: sholle e. JAMIA Open. 2020 Oct 28;3(3):386-394. doi: 10.1093/jamiaopen/ooaa038. eCollection 2020 Oct. JAMIA Open. 2020. PMID: 33215073 Free PMC article.
Development and external validation of a prediction risk model for short-term mortality among hospitalized U.S. COVID-19 patients: A proposal for the COVID-AID risk tool.
Hajifathalian K, Sharaiha RZ, Kumar S, Krisko T, Skaf D, Ang B, Redd WD, Zhou JC, Hathorn KE, McCarty TR, Bazarbashi AN, Njie C, Wong D, Shen L, Sholle E, Cohen DE, Brown RS Jr, Chan WW, Fortune BE. Hajifathalian K, et al. Among authors: sholle e. PLoS One. 2020 Sep 30;15(9):e0239536. doi: 10.1371/journal.pone.0239536. eCollection 2020. PLoS One. 2020. PMID: 32997700 Free PMC article.
44 results