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Yanzhe (Josh) Xu
Yanzhe (Josh) Xu
Research Scientist at Meta (Facebook)
在 meta.com 的电子邮件经过验证 - 首页
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引用次数
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年份
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
842019
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
652019
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
562020
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
442020
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
382019
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
242021
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
222019
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
132020
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
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
32023
GAN Training Acceleration Using Fréchet Descriptor-Based Coreset
Y Xu, T Wu, JR Charlton, KM Bennett
Applied Sciences 12 (15), 7599, 2022
22022
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
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
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
Can Urinary Biomarkers at AKI Predict Progression to CKD?: PO0418
JR Charlton, T Li, Y Xu, T Wu, K Deronde, KM Bennett
Journal of the American Society of Nephrology 32 (10S), 172, 2021
2021
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