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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: georgescu b. Med Image Anal. 2021 Feb;68:101855. doi: 10.1016/j.media.2020.101855. Epub 2020 Oct 14. Med Image Anal. 2021. PMID: 33260116
Machine learning automatically detects COVID-19 using chest CTs in a large multicenter cohort.
Mortani Barbosa EJ Jr, Georgescu B, Chaganti S, Aleman GB, Cabrero JB, Chabin G, Flohr T, Grenier P, Grbic S, Gupta N, Mellot F, Nicolaou S, Re T, Sanelli P, Sauter AW, Yoo Y, Ziebandt V, Comaniciu D. Mortani Barbosa EJ Jr, et al. Among authors: georgescu b. Eur Radiol. 2021 Nov;31(11):8775-8785. doi: 10.1007/s00330-021-07937-3. Epub 2021 May 1. Eur Radiol. 2021. PMID: 33934177 Free PMC article.
AUCReshaping: improved sensitivity at high-specificity.
Bhat S, Mansoor A, Georgescu B, Panambur AB, Ghesu FC, Islam S, Packhäuser K, Rodríguez-Salas D, Grbic S, Maier A. Bhat S, et al. Among authors: georgescu b. Sci Rep. 2023 Nov 30;13(1):21097. doi: 10.1038/s41598-023-48482-x. Sci Rep. 2023. PMID: 38036602 Free PMC article.
Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT.
Chaganti S, Grenier P, Balachandran A, Chabin G, Cohen S, Flohr T, Georgescu B, 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: georgescu b. Radiol Artif Intell. 2020 Jul 29;2(4):e200048. doi: 10.1148/ryai.2020200048. eCollection 2020 Jul. Radiol Artif Intell. 2020. PMID: 33928255 Free PMC article.
74 results