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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: shadforth i. PLoS One. 2022 Nov 15;17(11):e0277300. doi: 10.1371/journal.pone.0277300. eCollection 2022. PLoS One. 2022. PMID: 36378672 Free PMC article.
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: shadforth i. 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.
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: shadforth i. 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.
Machine Learning for Health: Algorithm Auditing & Quality Control.
Oala L, Murchison AG, Balachandran P, Choudhary S, Fehr J, Leite AW, Goldschmidt PG, Johner C, Schörverth EDM, Nakasi R, Meyer M, Cabitza F, Baird P, Prabhu C, Weicken E, Liu X, Wenzel M, Vogler S, Akogo D, Alsalamah S, Kazim E, Koshiyama A, Piechottka S, Macpherson S, Shadforth I, Geierhofer R, Matek C, Krois J, Sanguinetti B, Arentz M, Bielik P, Calderon-Ramirez S, Abbood A, Langer N, Haufe S, Kherif F, Pujari S, Samek W, Wiegand T. Oala L, et al. Among authors: shadforth i. J Med Syst. 2021 Nov 2;45(12):105. doi: 10.1007/s10916-021-01783-y. J Med Syst. 2021. PMID: 34729675 Free PMC article.
15 results