| 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 | 175 | 2020 |
| 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 | 60 | 2023 |
| 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 | 50* | 2021 |
| 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 | 34 | 2022 |
| 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 | 32 | 2022 |
| 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 | 31 | 2022 |
| 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 | 27 | 2022 |
| 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 | 25 | 2019 |
| 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 | 24 | 2023 |
| 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 | 24 | 2020 |
| 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 | 23 | 2023 |
| 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 | 22 | 2022 |
| 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 | 17 | 2024 |
| 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 | 15 | 2023 |
| 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 | 11 | 2020 |
| 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 | 10 | 2022 |
| Unleashing the power of prompt-driven nucleus instance segmentation Z Shui, Y Zhang, K Yao, C Zhu, S Zheng, J Li, H Li, Y Sun, R Guo, L Yang European Conference on Computer Vision, 288-304, 2025 | 5 | 2025 |
| MI-Gen: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images P Chen, H Li, C Zhu, S Zheng, L Yang arXiv preprint arXiv:2311.16480, 2023 | 5 | 2023 |
| 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 | 5 | 2023 |
| 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 | 5 | 2022 |
prof.dr.Matthijs OudkerkHoogleraar Radiologie Rijks Universiteit Groningen, UMCGroningenBestätigte E-Mail-Adresse bei umcg.nl
