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Yongbei Zhu
Yongbei Zhu
Beihang
Verified email at buaa.edu.cn
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Year
A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis
S Wang, Y Zha, W Li, Q Wu, X Li, M Niu, M Wang, X Qiu, H Li, H Yu, ...
European Respiratory Journal 56 (2), 2020
5072020
Predicting EGFR mutation status in lung adenocarcinoma on computed tomography image using deep learning
S Wang, J Shi, Z Ye, D Dong, D Yu, M Zhou, Y Liu, O Gevaert, K Wang, ...
European Respiratory Journal 53 (3), 2019
3452019
Can CT-based radiomics signature predict KRAS/NRAS/BRAF mutations in colorectal cancer?
L Yang, D Dong, M Fang, Y Zhu, Y Zang, Z Liu, H Zhang, J Ying, X Zhao, ...
European radiology 28, 2058-2067, 2018
1992018
Radiomic nomogram for prediction of axillary lymph node metastasis in breast cancer
L Han, Y Zhu, Z Liu, T Yu, C He, W Jiang, Y Kan, D Dong, J Tian, Y Luo
European radiology 29, 3820-3829, 2019
1702019
Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker
B He, D Dong, Y She, C Zhou, M Fang, Y Zhu, H Zhang, Z Huang, T Jiang, ...
Journal for immunotherapy of cancer 8 (2), 2020
1252020
A deep learning radiomics model for preoperative grading in meningioma
Y Zhu, C Man, L Gong, D Dong, X Yu, S Wang, M Fang, S Wang, X Fang, ...
European journal of radiology 116, 128-134, 2019
1142019
Mining whole-lung information by artificial intelligence for predicting EGFR genotype and targeted therapy response in lung cancer: a multicohort study
S Wang, H Yu, Y Gan, Z Wu, E Li, X Li, J Cao, Y Zhu, L Wang, H Deng, ...
The Lancet Digital Health 4 (5), e309-e319, 2022
712022
Identifying early gastric cancer under magnifying narrow-band images with deep learning: a multicenter study
H Hu, L Gong, D Dong, L Zhu, M Wang, J He, L Shu, Y Cai, S Cai, W Su, ...
Gastrointestinal Endoscopy 93 (6), 1333-1341. e3, 2021
612021
CT-Based Radiomic Signature as a Prognostic Factor in Stage IV ALK-Positive Non-small-cell Lung Cancer Treated With TKI Crizotinib: A Proof-of-Concept Study
H Li, R Zhang, S Wang, M Fang, Y Zhu, Z Hu, D Dong, J Shi, J Tian
Frontiers in Oncology 10, 57, 2020
362020
Exploring the predictive value of additional peritumoral regions based on deep learning and radiomics: a multicenter study
X Wu, D Dong, L Zhang, M Fang, Y Zhu, B He, Z Ye, M Zhang, S Zhang, ...
Medical Physics 48 (5), 2374-2385, 2021
262021
Unsupervised deep learning features for lung cancer overall survival analysis
S Wang, Z Liu, X Chen, Y Zhu, H Zhou, Z Tang, W Wei, D Dong, M Wang, ...
2018 40th Annual international conference of the IEEE engineering in …, 2018
242018
3D deep learning model for the pretreatment evaluation of treatment response in esophageal carcinoma: a prospective study (ChiCTR2000039279)
X Li, H Gao, J Zhu, Y Huang, Y Zhu, W Huang, Z Li, K Sun, Z Liu, J Tian, ...
International Journal of Radiation Oncology* Biology* Physics 111 (4), 926-935, 2021
212021
Mix contrast for COVID-19 mild-to-critical prediction
Y Zhu, S Wang, S Wang, Q Wu, L Wang, H Li, M Wang, M Niu, Y Zha, ...
IEEE Transactions on Biomedical Engineering 68 (12), 3725-3736, 2021
202021
Deep learning for predicting immunotherapeutic efficacy in advanced non-small cell lung cancer patients: a retrospective study combining progression-free survival risk and …
BX He, YF Zhong, YB Zhu, JJ Deng, MJ Fang, YL She, TT Wang, Y Yang, ...
Translational Lung Cancer Research 11 (4), 670, 2022
152022
Specific Borrmann classification in advanced gastric cancer by an ensemble multilayer perceptron network: a multicenter research
S Wang, D Dong, W Zhang, H Hu, H Li, Y Zhu, J Zhou, X Shan, J Tian
Medical Physics 48 (9), 5017-5028, 2021
122021
A novel deep learning framework based mask-guided attention mechanism for distant metastasis prediction of lung cancer
Z Li, S Wang, H Yu, Y Zhu, Q Wu, L Wang, Z Wu, Y Gan, W Li, B Qiu, ...
IEEE Transactions on Emerging Topics in Computational Intelligence 7 (2 …, 2022
112022
Chest Radiographs Using a Context-Fusion Convolution Neural Network (CNN): Can It Distinguish the Etiology of Community-Acquired Pneumonia (CAP) in Children?
S Hu, Y Zhu, D Dong, B Wang, Z Zhou, C Wang, J Tian, Y Peng
Journal of Digital Imaging 35 (5), 1079-1090, 2022
62022
Gene signatures predict biochemical recurrence‐free survival in primary prostate cancer patients after radical therapy
Q Su, Z Liu, C Chen, H Gao, Y Zhu, L Wang, M Pan, J Liu, X Yang, J Tian
Cancer medicine 10 (18), 6492-6502, 2021
62021
From signal to knowledge: The diagnostic value of raw data in the artificial intelligence prediction of human data for the first time
B He, Y Guo, Y Zhu, L Tong, B Kong, K Wang, C Sun, H Li, F Huang, L Wu, ...
Engineering, 2023
52023
A lung-parenchyma-contrast hybrid network for egfr gene mutation prediction in lung cancer
M Liu, S Wang, H Yu, Y Zhu, L Wang, M Zhang, Z Wu, X Li, W Li, J Tian
2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022
42022
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