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Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning Method.
Baskaran L, Maliakal G, Al'Aref SJ, Singh G, Xu Z, Michalak K, Dolan K, Gianni U, van Rosendael A, van den Hoogen I, Han D, Stuijfzand W, Pandey M, Lee BC, Lin F, Pontone G, Knaapen P, Marques H, Bax J, Berman D, Chang HJ, Shaw LJ, Min JK. Baskaran L, et al. Among authors: michalak k. JACC Cardiovasc Imaging. 2020 May;13(5):1163-1171. doi: 10.1016/j.jcmg.2019.08.025. Epub 2019 Oct 11. JACC Cardiovasc Imaging. 2020. PMID: 31607673 Free article.
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: michalak k. PLoS One. 2020 Sep 30;15(9):e0239934. doi: 10.1371/journal.pone.0239934. eCollection 2020. PLoS One. 2020. PMID: 32997716 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: michalak k. 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.
Tackling the challenge of cardiovascular diseases and diabetes across Europe: a joint action by more than 300 public health professionals. Commentary.
Armocida B, Formenti B, Silano M, Aszalos A, Bueno H, Elyamani M, Zabala AF, Leonardi M, Lindström J, Michalak K, Morillo B, Nowicki M, Oprešnik D, Palmieri L, Papa R, Peltonen M, Safadi H, Shchetynina H, Skogberg N, Tolonen H, Wouters E, Zaletel J, Onder G; JACARDI Consortium. Armocida B, et al. Among authors: michalak k. Ann Ist Super Sanita. 2024 Jan-Mar;60(1):4-7. doi: 10.4415/ANN_24_01_02. Ann Ist Super Sanita. 2024. PMID: 38920253 Free article.
234 results