Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets SA Harmon, TH Sanford, S Xu, EB Turkbey, H Roth, Z Xu, D Yang, ... Nature communications 11 (1), 4080, 2020 | 576 | 2020 |
A review on segmentation of positron emission tomography images B Foster, U Bagci, A Mansoor, Z Xu, DJ Mollura Computers in biology and medicine 50, 76-96, 2014 | 426 | 2014 |
Capsules for object segmentation R LaLonde, U Bagci arXiv preprint arXiv:1804.04241, 2018 | 354 | 2018 |
Evaluation of candidate vaccine approaches for MERS-CoV L Wang, W Shi, MG Joyce, K Modjarrad, Y Zhang, K Leung, CR Lees, ... Nature communications 6 (1), 7712, 2015 | 333 | 2015 |
Segmentation and image analysis of abnormal lungs at CT: current approaches, challenges, and future trends A Mansoor, U Bagci, B Foster, Z Xu, GZ Papadakis, LR Folio, JK Udupa, ... Radiographics 35 (4), 1056-1076, 2015 | 316 | 2015 |
Medical image segmentation by combining graph cuts and oriented active appearance models X Chen, JK Udupa, U Bagci, Y Zhuge, J Yao IEEE transactions on image processing 21 (4), 2035-2046, 2012 | 292 | 2012 |
Holistic Classification of CT Attenuation Patterns for Interstitial Lung Diseases via Deep Convolutional Neural Networks M Gao, U Bagci, L Lu, A Wu, M Buty, HC Shin, H Roth, GZ Papadakis, ... | 287 | 2015 |
Evaluation of algorithms for multi-modality whole heart segmentation: an open-access grand challenge X Zhuang, L Li, C Payer, D Štern, M Urschler, MP Heinrich, J Oster, ... Medical image analysis 58, 101537, 2019 | 267 | 2019 |
How to fool radiologists with generative adversarial networks? A visual turing test for lung cancer diagnosis MJM Chuquicusma, S Hussein, J Burt, U Bagci 2018 IEEE 15th international symposium on biomedical imaging (ISBI 2018 …, 2018 | 264 | 2018 |
Lung and pancreatic tumor characterization in the deep learning era: novel supervised and unsupervised learning approaches S Hussein, P Kandel, CW Bolan, MB Wallace, U Bagci IEEE transactions on medical imaging 38 (8), 1777-1787, 2019 | 257 | 2019 |
A Generic Approach to Pathological Lung Segmentation A Mansoor, U Bagci, Z Xu, B Foster, KN Olivier, JM Elinoff, AF Suffredini, ... Transactions on Medical Imaging, 2014 | 206 | 2014 |
RETOUCH: The retinal OCT fluid detection and segmentation benchmark and challenge H Bogunović, F Venhuizen, S Klimscha, S Apostolopoulos, ... IEEE transactions on medical imaging 38 (8), 1858-1874, 2019 | 202 | 2019 |
Joint segmentation of anatomical and functional images: Applications in quantification of lesions from PET, PET-CT, MRI-PET, and MRI-PET-CT images U Bagci, JK Udupa, N Mendhiratta, B Foster, Z Xu, J Yao, X Chen, ... Medical image analysis 17 (8), 929-945, 2013 | 196 | 2013 |
Risk Stratification of Lung Nodules Using 3D CNN-Based Multi-task Learning S Hussein, K Cao, Q Song, U Bagci Information Processing in Medical Imaging, 2017 | 194 | 2017 |
Deep learning beyond cats and dogs: recent advances in diagnosing breast cancer with deep neural networks JR Burt, N Torosdagli, N Khosravan, H RaviPrakash, A Mortazi, ... The British journal of radiology 91 (1089), 20170545, 2018 | 180 | 2018 |
TumorNet: Lung Nodule Characterization Using Multi-View Convolutional Neural Network with Gaussian Process S Hussein, R Gillies, K Cao, Q Song, U Bagci IEEE International Symposium on Biomedical Imaging-2017, 2017 | 137 | 2017 |
CardiacNET: Segmentation of Left Atrium and Proximal Pulmonary Veins from MRI Using Multi-view CNN A Mortazi, R Karim, K Rhode, J Burt, U Bagci Medical Image Computing and Computer-Assisted Intervention− MICCAI 2017 …, 2017 | 129 | 2017 |
Quality assurance of computer-aided detection and diagnosis in colonoscopy DG Vinsard, Y Mori, M Misawa, S Kudo, A Rastogi, U Bagci, DK Rex, ... Gastrointestinal endoscopy 90 (1), 55-63, 2019 | 126 | 2019 |
Deep geodesic learning for segmentation and anatomical landmarking N Torosdagli, DK Liberton, P Verma, M Sincan, JS Lee, U Bagci IEEE transactions on medical imaging 38 (4), 919-931, 2018 | 124 | 2018 |
Mycobacterium tuberculosis dysregulates MMP/TIMP balance to drive rapid cavitation and unrestrained bacterial proliferation A Kübler, B Luna, C Larsson, NC Ammerman, BB Andrade, M Orandle, ... The Journal of pathology 235 (3), 431-444, 2015 | 121 | 2015 |