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Combo loss: Handling input and output imbalance in multi-organ segmentation.
Taghanaki SA, Zheng Y, Kevin Zhou S, Georgescu B, Sharma P, Xu D, Comaniciu D, Hamarneh G. Taghanaki SA, et al. Among authors: comaniciu d. Comput Med Imaging Graph. 2019 Jul;75:24-33. doi: 10.1016/j.compmedimag.2019.04.005. Epub 2019 May 9. Comput Med Imaging Graph. 2019. PMID: 31129477
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: comaniciu d. 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.
Autonomous Detection and Classification of PI-RADS Lesions in an MRI Screening Population Incorporating Multicenter-Labeled Deep Learning and Biparametric Imaging: Proof of Concept.
Winkel DJ, Wetterauer C, Matthias MO, Lou B, Shi B, Kamen A, Comaniciu D, Seifert HH, Rentsch CA, Boll DT. Winkel DJ, et al. Among authors: comaniciu d. Diagnostics (Basel). 2020 Nov 14;10(11):951. doi: 10.3390/diagnostics10110951. Diagnostics (Basel). 2020. PMID: 33202680 Free PMC article.
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: comaniciu d. Med Image Anal. 2021 Feb;68:101855. doi: 10.1016/j.media.2020.101855. Epub 2020 Oct 14. Med Image Anal. 2021. PMID: 33260116
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: comaniciu d. 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.
Automated detection of critical findings in multi-parametric brain MRI using a system of 3D neural networks.
Nael K, Gibson E, Yang C, Ceccaldi P, Yoo Y, Das J, Doshi A, Georgescu B, Janardhanan N, Odry B, Nadar M, Bush M, Re TJ, Huwer S, Josan S, von Busch H, Meyer H, Mendelson D, Drayer BP, Comaniciu D, Fayad ZA. Nael K, et al. Among authors: comaniciu d. Sci Rep. 2021 Mar 25;11(1):6876. doi: 10.1038/s41598-021-86022-7. Sci Rep. 2021. PMID: 33767226 Free PMC article.
A Novel Deep Learning Based Computer-Aided Diagnosis System Improves the Accuracy and Efficiency of Radiologists in Reading Biparametric Magnetic Resonance Images of the Prostate: Results of a Multireader, Multicase Study.
Winkel DJ, Tong A, Lou B, Kamen A, Comaniciu D, Disselhorst JA, Rodríguez-Ruiz A, Huisman H, Szolar D, Shabunin I, Choi MH, Xing P, Penzkofer T, Grimm R, von Busch H, Boll DT. Winkel DJ, et al. Among authors: comaniciu d. Invest Radiol. 2021 Oct 1;56(10):605-613. doi: 10.1097/RLI.0000000000000780. Invest Radiol. 2021. PMID: 33787537
119 results