U
Ulas Bagci
Researcher at University of Central Florida
Publications - 303
Citations - 7189
Ulas Bagci is an academic researcher from University of Central Florida. The author has contributed to research in topics: Segmentation & Image segmentation. The author has an hindex of 36, co-authored 252 publications receiving 5071 citations. Previous affiliations of Ulas Bagci include University of Pennsylvania & University of Nottingham.
Papers
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Journal ArticleDOI
Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets.
Stephanie Harmon,Thomas Sanford,Sheng Xu,Evrim B. Turkbey,Holger R. Roth,Ziyue Xu,Dong Yang,Andriy Myronenko,Victoria L. Anderson,Amel Amalou,Maxime Blain,Michael T. Kassin,Dilara Long,Nicole Varble,Nicole Varble,Stephanie M. Walker,Ulas Bagci,Anna Maria Ierardi,Elvira Stellato,Guido Giovanni Plensich,Giuseppe Franceschelli,Cristiano Girlando,Giovanni Irmici,Dominic Labella,Dima A. Hammoud,Ashkan A. Malayeri,Elizabeth C. Jones,Ronald M. Summers,Peter L. Choyke,Daguang Xu,Mona Flores,Kaku Tamura,Hirofumi Obinata,Hitoshi Mori,Francesca Patella,Maurizio Cariati,Gianpaolo Carrafiello,Gianpaolo Carrafiello,Peng An,Bradford J. Wood,Baris Turkbey +40 more
TL;DR: It is shown that a series of deep learning algorithms, trained in a diverse multinational cohort of 1280 patients to localize parietal pleura/lung parenchyma followed by classification of COVID-19 pneumonia, can achieve up to 90.8% accuracy, with 84% sensitivity and 93% specificity.
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A review on segmentation of positron emission tomography images
TL;DR: This review paper presents state-of-the-art PET image segmentation methods, as well as the recent advances inimage segmentation techniques.
Journal ArticleDOI
Evaluation of candidate vaccine approaches for MERS-CoV
Lingshu Wang,Wei Shi,M. Gordon Joyce,Kayvon Modjarrad,Yi Zhang,Kwanyee Leung,Christopher R. Lees,Tongqing Zhou,Hadi M. Yassine,Masaru Kanekiyo,Zhi Yong Yang,Xuejun Chen,Michelle M. Becker,Megan Culler Freeman,Leatrice Vogel,Joshua C. Johnson,Gene G. Olinger,John Paul Todd,Ulas Bagci,Jeffrey Solomon,Daniel J. Mollura,Lisa E. Hensley,Peter B. Jahrling,Mark R. Denison,Srinivas S. Rao,Kanta Subbarao,Peter D. Kwong,John R. Mascola,Wing Pui Kong,Barney S. Graham +29 more
TL;DR: It is shown that immunogens based on full-length S DNA and S1 subunit protein elicit robust serum-neutralizing activity against several MERS-CoV strains in mice and non-human primates.
Posted Content
Capsules for Object Segmentation
Rodney LaLonde,Ulas Bagci +1 more
TL;DR: The proposed convolutional-deconvolutional capsule network, called SegCaps, shows strong results for the task of object segmentation with substantial decrease in parameter space and is able to handle large image sizes as opposed to baseline capsules.
Journal ArticleDOI
Holistic classification of CT attenuation patterns for interstitial lung diseases via deep convolutional neural networks.
Mingchen Gao,Ulas Bagci,Le Lu,Aaron Wu,Mario Buty,Hoo-Chang Shin,Holger R. Roth,Georgios Z. Papadakis,Adrien Depeursinge,Ronald M. Summers,Ziyue Xu,Daniel J. Mollura +11 more
TL;DR: Qualitative and quantitative results using a publicly available ILD database demonstrate state-of-the-art classification accuracy under the patch-based classification and shows the potential of predicting the ILD type using holistic image.