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Predicting cardiac disease from interactions of simultaneously-acquired hemodynamic and cardiac signals.
Comput Methods Programs Biomed. 2021 Apr;202:105970. doi: 10.1016/j.cmpb.2021.105970. Epub 2021 Feb 7.
Comput Methods Programs Biomed. 2021.
PMID: 33610035
Free article.
Machine learning: at the heart of failure diagnosis.
Sanders WE Jr, Burton T, Khosousi A, Ramchandani S.
Sanders WE Jr, et al. Among authors: khosousi a.
Curr Opin Cardiol. 2021 Mar 1;36(2):227-233. doi: 10.1097/HCO.0000000000000833.
Curr Opin Cardiol. 2021.
PMID: 33443957
Review.
Item in Clipboard
Identifying novel phenotypes of elevated left ventricular end diastolic pressure using hierarchical clustering of features derived from electromechanical waveform data.
Burton T, Ramchandani S, Bhavnani SP, Khedraki R, Cohoon TJ, Stuckey TD, Steuter JA, Meine FJ, Bennett BA, Carroll WS, Lange E, Fathieh F, Khosousi A, Rabbat M, Sanders WE.
Burton T, et al. Among authors: khosousi a.
Front Cardiovasc Med. 2022 Sep 23;9:980625. doi: 10.3389/fcvm.2022.980625. eCollection 2022.
Front Cardiovasc Med. 2022.
PMID: 36211581
Free PMC article.
Item in Clipboard
Development and validation of a machine learned algorithm to IDENTIFY functionally significant coronary artery disease.
Stuckey T, Meine F, McMinn T, Depta JP, Bennett B, McGarry T, Carroll W, Suh D, Steuter JA, Roberts M, Gillins HR, Lange E, Fathieh F, Burton T, Khosousi A, Shadforth I, Sanders WE Jr, Rabbat MG.
Stuckey T, et al. Among authors: khosousi a.
Front Cardiovasc Med. 2022 Sep 2;9:956147. doi: 10.3389/fcvm.2022.956147. eCollection 2022.
Front Cardiovasc Med. 2022.
PMID: 36119746
Free PMC article.
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Cardiac Phase Space Tomography: A novel method of assessing coronary artery disease utilizing machine learning.
Stuckey TD, Gammon RS, Goswami R, Depta JP, Steuter JA, Meine FJ 3rd, Roberts MC, Singh N, Ramchandani S, Burton T, Grouchy P, Khosousi A, Shadforth I, Sanders WE Jr.
Stuckey TD, et al. Among authors: khosousi a.
PLoS One. 2018 Aug 8;13(8):e0198603. doi: 10.1371/journal.pone.0198603. eCollection 2018.
PLoS One. 2018.
PMID: 30089110
Free PMC article.
Clinical Trial.
Item in Clipboard
Multicenter validation of a machine learning phase space electro-mechanical pulse wave analysis to predict elevated left ventricular end diastolic pressure at the point-of-care.
Bhavnani SP, Khedraki R, Cohoon TJ, Meine FJ 3rd, Stuckey TD, McMinn T, Depta JP, Bennett B, McGarry T, Carroll W, Suh D, Steuter JA, Roberts M, Gillins HR, Shadforth I, Lange E, Doomra A, Firouzi M, Fathieh F, Burton T, Khosousi A, Ramchandani S, Sanders WE Jr, Smart F.
Bhavnani SP, et al. Among authors: khosousi a.
PLoS One. 2022 Nov 15;17(11):e0277300. doi: 10.1371/journal.pone.0277300. eCollection 2022.
PLoS One. 2022.
PMID: 36378672
Free PMC article.
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