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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: gummalla m. 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.
Machine learning in cardiac CT: Basic concepts and contemporary data.
Singh G, Al'Aref SJ, Van Assen M, Kim TS, van Rosendael A, Kolli KK, Dwivedi A, Maliakal G, Pandey M, Wang J, Do V, Gummalla M, De Cecco CN, Min JK. Singh G, et al. Among authors: gummalla m. J Cardiovasc Comput Tomogr. 2018 May-Jun;12(3):192-201. doi: 10.1016/j.jcct.2018.04.010. Epub 2018 Apr 30. J Cardiovasc Comput Tomogr. 2018. PMID: 29754806 Review.
abd-A regulation by the iab-8 noncoding RNA.
Gummalla M, Maeda RK, Castro Alvarez JJ, Gyurkovics H, Singari S, Edwards KA, Karch F, Bender W. Gummalla M, et al. PLoS Genet. 2012;8(5):e1002720. doi: 10.1371/journal.pgen.1002720. Epub 2012 May 24. PLoS Genet. 2012. PMID: 22654672 Free PMC article.