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Prediction of Patient Management in COVID-19 Using Deep Learning-Based Fully Automated Extraction of Cardiothoracic CT Metrics and Laboratory Findings.
Weikert T, Rapaka S, Grbic S, Re T, Chaganti S, Winkel DJ, Anastasopoulos C, Niemann T, Wiggli BJ, Bremerich J, Twerenbold R, Sommer G, Comaniciu D, Sauter AW. Weikert T, et al. Among authors: grbic s. Korean J Radiol. 2021 Jun;22(6):994-1004. doi: 10.3348/kjr.2020.0994. Epub 2021 Feb 24. Korean J Radiol. 2021. PMID: 33686818 Free PMC article.
Complete valvular heart apparatus model from 4D cardiac CT.
Grbic S, Ionasec R, Vitanovski D, Voigt I, Wang Y, Georgescu B, Navab N, Comaniciu D. Grbic S, et al. Med Image Anal. 2012 Jul;16(5):1003-14. doi: 10.1016/j.media.2012.02.003. Epub 2012 Mar 1. Med Image Anal. 2012. PMID: 22481023
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.
Chaganti S, Balachandran A, Chabin G, Cohen S, Flohr T, Georgescu B, Grenier P, Grbic S, Liu S, Mellot F, Murray N, Nicolaou S, Parker W, Re T, Sanelli P, Sauter AW, Xu Z, Yoo Y, Ziebandt V, Comaniciu D. Chaganti S, et al. Among authors: grbic s. ArXiv [Preprint]. 2020 Nov 18:arXiv:2004.01279v7. ArXiv. 2020. Update in: Radiol Artif Intell. 2020 Jul 29;2(4):e200048. doi: 10.1148/ryai.2020200048 PMID: 32550252 Free PMC article. Updated. Preprint.
Quantifying and leveraging predictive uncertainty for medical image assessment.
Ghesu FC, Georgescu B, Mansoor A, Yoo Y, Gibson E, Vishwanath RS, Balachandran A, Balter JM, Cao Y, Singh R, Digumarthy SR, Kalra MK, Grbic S, Comaniciu D. Ghesu FC, et al. Among authors: grbic s. Med Image Anal. 2021 Feb;68:101855. doi: 10.1016/j.media.2020.101855. Epub 2020 Oct 14. Med Image Anal. 2021. PMID: 33260116
38 results