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Prognostically safe stress-only single-photon emission computed tomography myocardial perfusion imaging guided by machine learning: report from REFINE SPECT.
Hu LH, Miller RJH, Sharir T, Commandeur F, Rios R, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Liang JX, Eisenberg E, Dey D, Berman DS, Slomka PJ. Hu LH, et al. Among authors: rios r. Eur Heart J Cardiovasc Imaging. 2021 May 10;22(6):705-714. doi: 10.1093/ehjci/jeaa134. Eur Heart J Cardiovasc Imaging. 2021. PMID: 32533137
Diagnostic safety of a machine learning-based automatic patient selection algorithm for stress-only myocardial perfusion SPECT.
Eisenberg E, Miller RJH, Hu LH, Rios R, Betancur J, Azadani P, Han D, Sharir T, Einstein AJ, Bokhari S, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Liang JX, Otaki Y, Tamarappoo BK, Dey D, Berman DS, Slomka PJ. Eisenberg E, et al. Among authors: rios r. J Nucl Cardiol. 2022 Oct;29(5):2295-2307. doi: 10.1007/s12350-021-02698-4. Epub 2021 Jul 6. J Nucl Cardiol. 2022. PMID: 34228341 Free PMC article.
Determining a minimum set of variables for machine learning cardiovascular event prediction: results from REFINE SPECT registry.
Rios R, Miller RJH, Hu LH, Otaki Y, Singh A, Diniz M, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, DiCarli M, Van Kriekinge S, Kavanagh P, Parekh T, Liang JX, Dey D, Berman DS, Slomka P. Rios R, et al. Cardiovasc Res. 2022 Jul 20;118(9):2152-2164. doi: 10.1093/cvr/cvab236. Cardiovasc Res. 2022. PMID: 34259870 Free PMC article.
Handling missing values in machine learning to predict patient-specific risk of adverse cardiac events: Insights from REFINE SPECT registry.
Rios R, Miller RJH, Manral N, Sharir T, Einstein AJ, Fish MB, Ruddy TD, Kaufmann PA, Sinusas AJ, Miller EJ, Bateman TM, Dorbala S, Di Carli M, Van Kriekinge SD, Kavanagh PB, Parekh T, Liang JX, Dey D, Berman DS, Slomka PJ. Rios R, et al. Comput Biol Med. 2022 Jun;145:105449. doi: 10.1016/j.compbiomed.2022.105449. Epub 2022 Mar 25. Comput Biol Med. 2022. PMID: 35381453 Free PMC article.
Machine Learning From Quantitative Coronary Computed Tomography Angiography Predicts Fractional Flow Reserve-Defined Ischemia and Impaired Myocardial Blood Flow.
Lin A, van Diemen PA, Motwani M, McElhinney P, Otaki Y, Han D, Kwan A, Tzolos E, Klein E, Kuronuma K, Grodecki K, Shou B, Rios R, Manral N, Cadet S, Danad I, Driessen RS, Berman DS, Nørgaard BL, Slomka PJ, Knaapen P, Dey D. Lin A, et al. Among authors: rios r. Circ Cardiovasc Imaging. 2022 Oct;15(10):e014369. doi: 10.1161/CIRCIMAGING.122.014369. Epub 2022 Oct 13. Circ Cardiovasc Imaging. 2022. PMID: 36252116 Free PMC article. Clinical Trial.
Machine Learning Adds to Clinical and CAC Assessments in Predicting 10-Year CHD and CVD Deaths.
Nakanishi R, Slomka PJ, Rios R, Betancur J, Blaha MJ, Nasir K, Miedema MD, Rumberger JA, Gransar H, Shaw LJ, Rozanski A, Budoff MJ, Berman DS. Nakanishi R, et al. Among authors: rios r. JACC Cardiovasc Imaging. 2021 Mar;14(3):615-625. doi: 10.1016/j.jcmg.2020.08.024. Epub 2020 Oct 28. JACC Cardiovasc Imaging. 2021. PMID: 33129741 Free PMC article.
Minimally Invasive Assessment of Peripheral Residual Disease During Maintenance or Observation in Transplant-Eligible Patients With Multiple Myeloma.
Lasa M, Notarfranchi L, Agullo C, Gonzalez C, Castro S, Perez JJ, Burgos L, Guerrero C, Calasanz MJ, Flores-Montero J, Oriol A, Bargay J, Rios R, Cabañas V, Cabrera C, Martinez-Martinez R, Encinas C, De Arriba F, Hernandez MT, Palomera L, Orfao A, Martinez-Lopez J, Mateos MV, San-Miguel J, Lahuerta JJ, Rosiñol L, Blade J, Cedena MT, Puig N, Paiva B; PETHEMA/GEM Cooperative Group. Lasa M, et al. Among authors: rios r. J Clin Oncol. 2024 Oct 1:JCO2400635. doi: 10.1200/JCO.24.00635. Online ahead of print. J Clin Oncol. 2024. PMID: 39353166
The influence of 4G/5G polymorphism in the plasminogen-activator-inhibitor-1 promoter on COVID-19 severity and endothelial dysfunction.
Yatsenko T, Rios R, Nogueira T, Salama Y, Takahashi S, Adachi E, Tabe Y, Hattori N, Osada T, Naito T, Takahashi K, Hattori K, Heissig B. Yatsenko T, et al. Among authors: rios r. Front Immunol. 2024 Aug 30;15:1445294. doi: 10.3389/fimmu.2024.1445294. eCollection 2024. Front Immunol. 2024. PMID: 39281671 Free PMC article.
602 results