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An Artificial Intelligence-Based Chest X-ray Model on Human Nodule Detection Accuracy From a Multicenter Study.
Homayounieh F, Digumarthy S, Ebrahimian S, Rueckel J, Hoppe BF, Sabel BO, Conjeti S, Ridder K, Sistermanns M, Wang L, Preuhs A, Ghesu F, Mansoor A, Moghbel M, Botwin A, Singh R, Cartmell S, Patti J, Huemmer C, Fieselmann A, Joerger C, Mirshahzadeh N, Muse V, Kalra M. Homayounieh F, et al. Among authors: ghesu f. JAMA Netw Open. 2021 Dec 1;4(12):e2141096. doi: 10.1001/jamanetworkopen.2021.41096. JAMA Netw Open. 2021. PMID: 34964851 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. Med Image Anal. 2021 Feb;68:101855. doi: 10.1016/j.media.2020.101855. Epub 2020 Oct 14. Med Image Anal. 2021. PMID: 33260116
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
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: ghesu fc. 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.
Automated diagnosis and prognosis of COVID-19 pneumonia from initial ER chest X-rays using deep learning.
Chamberlin JH, Aquino G, Nance S, Wortham A, Leaphart N, Paladugu N, Brady S, Baird H, Fiegel M, Fitzpatrick L, Kocher M, Ghesu F, Mansoor A, Hoelzer P, Zimmermann M, James WE, Dennis DJ, Houston BA, Kabakus IM, Baruah D, Schoepf UJ, Burt JR. Chamberlin JH, et al. Among authors: ghesu f. BMC Infect Dis. 2022 Jul 21;22(1):637. doi: 10.1186/s12879-022-07617-7. BMC Infect Dis. 2022. PMID: 35864468 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: ghesu fc. Sci Rep. 2023 Nov 30;13(1):21097. doi: 10.1038/s41598-023-48482-x. Sci Rep. 2023. PMID: 38036602 Free PMC article.
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