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Sunyi Zheng
Sunyi Zheng
Tianjin Medical University Cancer Institute and Hospital
Bestätigte E-Mail-Adresse bei tmu.edu.cn - Startseite
Titel
Zitiert von
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Jahr
Automatic pulmonary nodule detection in CT scans using convolutional neural networks based on maximum intensity projection
S Zheng, J Guo, X Cui, RNJ Veldhuis, M Oudkerk, PMA Van Ooijen
IEEE transactions on medical imaging 39 (3), 797-805, 2020
1572020
Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification
S Zheng, LJ Cornelissen, X Cui, X Jing, RNJ Veldhuis, M Oudkerk, ...
Medical physics 48 (2), 733-744, 2021
46*2021
Task-specific fine-tuning via variational information bottleneck for weakly-supervised pathology whole slide image classification
H Li, C Zhu, Y Zhang, Y Sun, Z Shui, W Kuang, S Zheng, L Yang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
372023
Outstanding negative prediction performance of solid pulmonary nodule volume AI for ultra-LDCT baseline lung cancer screening risk stratification
HL Lancaster, S Zheng, OO Aleshina, D Yu, VY Chernina, ...
Lung Cancer 165, 133-140, 2022
282022
Using deep learning to safely exclude lesions with only ultrafast breast MRI to shorten acquisition and reading time
X Jing, M Wielema, LJ Cornelissen, M van Gent, WM Iwema, S Zheng, ...
European Radiology, 2022
252022
Benchmarking the robustness of deep neural networks to common corruptions in digital pathology
Y Zhang, Y Sun, H Li, S Zheng, C Zhu, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
242022
Performance of a deep learning-based lung nodule detection system as an alternative reader in a Chinese lung cancer screening program
X Cui, S Zheng, MA Heuvelmans, Y Du, G Sidorenkov, S Fan, Y Li, Y Xie, ...
European journal of radiology 146, 110068, 2022
232022
Comparison of Veterans Affairs, Mayo, Brock classification models and radiologist diagnosis for classifying the malignancy of pulmonary nodules in Chinese clinical population
X Cui, MA Heuvelmans, D Han, Y Zhao, S Fan, S Zheng, G Sidorenkov, ...
Translational lung cancer research 8 (5), 605, 2019
222019
Pathasst: Redefining pathology through generative foundation ai assistant for pathology
Y Sun, C Zhu, S Zheng, K Zhang, Z Shui, X Yu, Y Zhao, H Li, Y Zhang, ...
arXiv preprint arXiv:2305.15072 2, 2023
212023
Deep learning for automatic calcium scoring in population-based cardiovascular screening
M Vonder, S Zheng, MD Dorrius, CM van der Aalst, HJ de Koning, J Yi, ...
Cardiovascular Imaging 15 (2), 366-367, 2022
212022
Deep learning-based pulmonary nodule detection: Effect of slab thickness in maximum intensity projections at the nodule candidate detection stage
S Zheng, X Cui, M Vonder, RNJ Veldhuis, Z Ye, R Vliegenthart, ...
Computer methods and programs in biomedicine 196, 105620, 2020
202020
Survival prediction for stage I-IIIA non-small cell lung cancer using deep learning
S Zheng, J Guo, JA Langendijk, S Both, RNJ Veldhuis, M Oudkerk, ...
Radiotherapy and oncology 180, 109483, 2023
152023
A subsolid nodules imaging reporting system (SSN-IRS) for classifying 3 subtypes of pulmonary adenocarcinoma
X Cui, MA Heuvelmans, S Fan, D Han, S Zheng, Y Du, Y Zhao, ...
Clinical lung cancer 21 (4), 314-325. e4, 2020
112020
Pathasst: A generative foundation ai assistant towards artificial general intelligence of pathology
Y Sun, C Zhu, S Zheng, K Zhang, L Sun, Z Shui, Y Zhang, H Li, L Yang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (5), 5034-5042, 2024
82024
Attention-challenging multiple instance learning for whole slide image classification
Y Zhang, H Li, Y Sun, S Zheng, C Zhu, L Yang
arXiv preprint arXiv:2311.07125, 2023
82023
End-to-end cell recognition by point annotation
Z Shui, S Zhang, C Zhu, B Wang, P Chen, S Zheng, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
72022
Preparing CT imaging datasets for deep learning in lung nodule analysis: Insights from four well-known datasets
J Wang, N Sourlos, S Zheng, N Van der Velden, GJ Pelgrim, ...
Heliyon 9 (6), 2023
42023
Deformable Proposal-Aware P2PNet: A Universal Network for Cell Recognition under Point Supervision
Z Shui, S Zheng, X Yu, S Zhang, H Li, J Li, L Yang
arXiv preprint arXiv:2303.02602 1, 2023
42023
Prognostic value of desmoplastic stromal reaction, tumor budding and tumor-stroma ratio in stage II colorectal cancer
S Fan, X Cui, L Zheng, W Ma, S Zheng, J Wang, L Qi, Z Ye
Journal of Gastrointestinal Oncology 13 (6), 2903, 2022
42022
Chrsnet: Chromosome straightening using self-attention guided networks
S Zheng, J Li, Z Shui, C Zhu, Y Zhang, P Chen, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
42022
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