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A machine learning framework for the evaluation of myocardial rotation in patients with noncompaction cardiomyopathy.
Tavares de Melo MD, Araujo-Filho JAB, Barbosa JR, Rocon C, Miranda Regis CD, Dos Santos Felix A, Kalil Filho R, Bocchi EA, Hajjar LA, Tabassian M, D'hooge J, Salemi VMC. Tavares de Melo MD, et al. Among authors: tabassian m. PLoS One. 2021 Nov 29;16(11):e0260195. doi: 10.1371/journal.pone.0260195. eCollection 2021. PLoS One. 2021. PMID: 34843536 Free PMC article.
Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council.
Sengupta PP, Shrestha S, Berthon B, Messas E, Donal E, Tison GH, Min JK, D'hooge J, Voigt JU, Dudley J, Verjans JW, Shameer K, Johnson K, Lovstakken L, Tabassian M, Piccirilli M, Pernot M, Yanamala N, Duchateau N, Kagiyama N, Bernard O, Slomka P, Deo R, Arnaout R. Sengupta PP, et al. Among authors: tabassian m. JACC Cardiovasc Imaging. 2020 Sep;13(9):2017-2035. doi: 10.1016/j.jcmg.2020.07.015. JACC Cardiovasc Imaging. 2020. PMID: 32912474 Free PMC article. Review.
Statistical shape modeling of the left ventricle: myocardial infarct classification challenge.
Suinesiaputra A, Ablin P, Alba X, Alessandrini M, Allen J, Bai W, Cimen S, Claes P, Cowan BR, D'hooge J, Duchateau N, Ehrhardt J, Frangi AF, Gooya A, Grau V, Lekadir K, Lu A, Mukhopadhyay A, Oksuz I, Parajali N, Pennec X, Pereanez M, Pinto C, Piras P, Rohe MM, Rueckert D, Saring D, Sermesant M, Siddiqi K, Tabassian M, Teresi L, Tsaftaris SA, Wilms M, Young AA, Zhang X, Medrano-Gracia P. Suinesiaputra A, et al. Among authors: tabassian m. IEEE J Biomed Health Inform. 2018 Mar;22(2):503-515. doi: 10.1109/JBHI.2017.2652449. Epub 2017 Jan 17. IEEE J Biomed Health Inform. 2018. PMID: 28103561 Free PMC article.