Ziyue Xu
Ziyue Xu
Senior Scientist, Nvidia
Verified email at nvidia.com
Title
Cited by
Cited by
Year
Deep convolutional neural networks for computer-aided detection: CNN architectures, dataset characteristics and transfer learning
HC Shin, HR Roth, M Gao, L Lu, Z Xu, I Nogues, J Yao, D Mollura, ...
IEEE transactions on medical imaging 35 (5), 1285-1298, 2016
30052016
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
2802014
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, ...
Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018
1802018
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
1692015
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
1642013
A generic approach to pathological lung segmentation
A Mansoor, U Bagci, Z Xu, B Foster, KN Olivier, JM Elinoff, AF Suffredini, ...
IEEE transactions on medical imaging 33 (12), 2293-2310, 2014
1512014
Progressive and multi-path holistically nested neural networks for pathological lung segmentation from CT images
AP Harrison, Z Xu, K George, L Lu, RM Summers, DJ Mollura
International Conference on Medical Image Computing and Computer-Assisted …, 2017
1022017
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
882015
Standardized assessment of automatic segmentation of white matter hyperintensities and results of the WMH segmentation challenge
HJ Kuijf, JM Biesbroek, J De Bresser, R Heinen, S Andermatt, M Bento, ...
IEEE transactions on medical imaging 38 (11), 2556-2568, 2019
832019
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), 1-7, 2020
822020
CT-Realistic Lung Nodule Simulation from 3D Conditional Generative Adversarial Networks for Robust Lung Segmentation
D Jin, Z Xu, Y Tang, AP Harrison, DJ Mollura
Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 2 …, 2018
822018
Segmentation of PET images for computer-aided functional quantification of tuberculosis in small animal models
B Foster, U Bagci, Z Xu, B Dey, B Luna, W Bishai, S Jain, DJ Mollura
IEEE Transactions on Biomedical Engineering 61 (3), 711-724, 2013
602013
Deep vessel tracking: A generalized probabilistic approach via deep learning
A Wu, Z Xu, M Gao, M Buty, DJ Mollura
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1363-1367, 2016
532016
Characterization of lung nodule malignancy using hybrid shape and appearance features
M Buty, Z Xu, M Gao, U Bagci, A Wu, DJ Mollura
International Conference on Medical Image Computing and Computer-Assisted …, 2016
422016
Mouse model of pulmonary cavitary tuberculosis and expression of matrix metalloproteinase-9
AA Ordonez, R Tasneen, S Pokkali, Z Xu, PJ Converse, MH Klunk, ...
Disease models & mechanisms 9 (7), 779-788, 2016
422016
Segmentation label propagation using deep convolutional neural networks and dense conditional random field
M Gao, Z Xu, L Lu, A Wu, I Nogues, RM Summers, DJ Mollura
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1265-1268, 2016
392016
3D convolutional neural networks with graph refinement for airway segmentation using incomplete data labels
D Jin, Z Xu, AP Harrison, K George, DJ Mollura
International Workshop on Machine Learning in Medical Imaging, 141-149, 2017
362017
A hybrid method for airway segmentation and automated measurement of bronchial wall thickness on CT
Z Xu, U Bagci, B Foster, A Mansoor, JK Udupa, DJ Mollura
Medical image analysis 24 (1), 1-17, 2015
352015
Pathological pulmonary lobe segmentation from CT images using progressive holistically nested neural networks and random walker
K George, AP Harrison, D Jin, Z Xu, DJ Mollura
Deep learning in medical image analysis and multimodal learning for clinical …, 2017
332017
Generalizing deep learning for medical image segmentation to unseen domains via deep stacked transformation
L Zhang, X Wang, D Yang, T Sanford, S Harmon, B Turkbey, BJ Wood, ...
IEEE transactions on medical imaging 39 (7), 2531-2540, 2020
282020
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