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Yanzhe (Josh) Xu
Yanzhe (Josh) Xu
Research Scientist at Meta (Facebook)
Verified email at meta.com - Homepage
Title
Cited by
Cited by
Year
Integration of machine learning and mechanistic models accurately predicts variation in cell density of glioblastoma using multiparametric MRI
N Gaw, A Hawkins-Daarud, LS Hu, H Yoon, L Wang, Y Xu, PR Jackson, ...
Scientific reports 9 (1), 10063, 2019
822019
Deep residual inception encoder–decoder network for medical imaging synthesis
F Gao, T Wu, X Chu, H Yoon, Y Xu, B Patel
IEEE journal of biomedical and health informatics 24 (1), 39-49, 2019
582019
AD-NET: Age-adjust neural network for improved MCI to AD conversion prediction
F Gao, H Yoon, Y Xu, D Goradia, J Luo, T Wu, Y Su, ...
NeuroImage: Clinical 27, 102290, 2020
542020
Improved small blob detection in 3D images using jointly constrained deep learning and Hessian analysis
Y Xu, T Wu, F Gao, JR Charlton, KM Bennett
Scientific reports 10 (1), 326, 2020
432020
Accurate patient-specific machine learning models of glioblastoma invasion using transfer learning
LS Hu, H Yoon, JM Eschbacher, LC Baxter, AC Dueck, A Nespodzany, ...
American Journal of Neuroradiology 40 (3), 418-425, 2019
362019
Magnetic resonance imaging accurately tracks kidney pathology and heterogeneity in the transition from acute kidney injury to chronic kidney disease
JR Charlton, Y Xu, T Wu, KA deRonde, JL Hughes, S Dutta, GT Oxley, ...
Kidney international 99 (1), 173-185, 2021
222021
U-net with optimal thresholding for small blob detection in medical images
Y Xu, F Gao, T Wu, KM Bennett, JR Charlton, S Sarkar
2019 IEEE 15th International Conference on Automation Science and …, 2019
202019
Small blob detector using bi-threshold constrained adaptive scales
Y Xu, T Wu, JR Charlton, F Gao, KM Bennett
IEEE Transactions on Biomedical Engineering 68 (9), 2654-2665, 2020
112020
Image analysis techniques to map pyramids, pyramid structure, glomerular distribution, and pathology in the intact human kidney from 3-D MRI
JR Charlton, Y Xu, N Parvin, T Wu, F Gao, EJ Baldelomar, D Morozov, ...
American Journal of Physiology-Renal Physiology 321 (3), F293-F304, 2021
102021
Quantitative imaging system for cancer diagnosis and treatment planning: An interdisciplinary approach
T Wu, N Gaw, Y Xu, J Li, L Wang, Y Fu, A Silva, C Zwart, M Borad, ...
Leading Developments from INFORMS Communities, 153-177, 2017
62017
GAN Training Acceleration Using Fréchet Descriptor-Based Coreset
Y Xu, T Wu, JR Charlton, KM Bennett
Applied Sciences 12 (15), 7599, 2022
22022
Novel Computational Algorithms for Imaging Biomarker Identification
Y Xu
Arizona State University, 2022
22022
MR efficiency using automated MRI-desktop eProtocol
F Gao, Y Xu, A Panda, M Zhang, J Hanson, C Su, T Wu, W Pavlicek, ...
Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and …, 2017
22017
BlobCUT: A Contrastive Learning Method to Support Small Blob Detection in Medical Imaging
T Li, Y Xu, T Wu, JR Charlton, KM Bennett, F Al-Hindawi
Bioengineering 10 (12), 1372, 2023
12023
Use of novel structural features to identify urinary biomarkers during acute kidney injury that predict progression to chronic kidney disease
JR Charlton, T Li, T Wu, K deRonde, Y Xu, EJ Baldelomar, KM Bennett
BMC nephrology 24 (1), 178, 2023
12023
Deep learning based blob detection systems and methods
Y Xu, T Wu, F Gao
US Patent US20220318999A1, 2022
12022
EE-SMOTE: An oversampling method in conjunction with information entropy for imbalanced learning
J Huang, T Li, Y Xu, T Wu, H Yoon, JR Charlton, KM Bennett
IISE Annual Conference and Expo 2022, 2022
2022
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Articles 1–17