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Value of quantitative airspace disease measured on chest CT and chest radiography at initial diagnosis compared to clinical variables for prediction of severe COVID-19.
Jung HM, Yang R, Gefter WB, Ghesu FC, Mailhe B, Mansoor A, Grbic S, Comaniciu D, Vogt S, Mortani Barbosa EJ Jr. Jung HM, et al. Among authors: mortani barbosa ej jr. J Med Imaging (Bellingham). 2022 May;9(3):034003. doi: 10.1117/1.JMI.9.3.034003. Epub 2022 Jun 17. J Med Imaging (Bellingham). 2022. PMID: 35721308 Free PMC article.
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. 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.
Automated Detection and Quantification of COVID-19 Airspace Disease on Chest Radiographs: A Novel Approach Achieving Expert Radiologist-Level Performance Using a Deep Convolutional Neural Network Trained on Digital Reconstructed Radiographs From Computed Tomography-Derived Ground Truth.
Mortani Barbosa EJ Jr, Gefter WB, Ghesu FC, Liu S, Mailhe B, Mansoor A, Grbic S, Vogt S. Mortani Barbosa EJ Jr, et al. Invest Radiol. 2021 Aug 1;56(8):471-479. doi: 10.1097/RLI.0000000000000763. Invest Radiol. 2021. PMID: 33481459
Methods for the Watch the Spot Trial. A Pragmatic Trial of More- versus Less-Intensive Strategies for Active Surveillance of Small Pulmonary Nodules.
Gould MK, Smith-Bindman R, Kelly K, Altman DE, Barjaktarevic I, Creekmur B, de Bie E, Dyer DS, Mortani Barbosa EJ Jr, Mularski RA, Qi L, Vaszar LT, Yu S, Miglioretti DL. Gould MK, et al. Among authors: mortani barbosa ej jr. Ann Am Thorac Soc. 2019 Dec;16(12):1567-1576. doi: 10.1513/AnnalsATS.201903-268SD. Ann Am Thorac Soc. 2019. PMID: 31314549
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