Sunyi Zheng

Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification

Honglin Li, Chenglu Zhu, Yunlong Zhang et al. · 2023 · 58 citations

Few-shot Learning, Variational Information Bottleneck, Multiple Instance Learning +21

Deep convolutional neural networks for multiplanar lung nodule detection: Improvement in small nodule identification

Sunyi Zheng, L. J. Cornelissen, Xiaonan Cui et al. · Medical Physics · 2020 · 46 citations · Full text

Outstanding negative prediction performance of solid pulmonary nodule volume AI for ultra-LDCT baseline lung cancer screening risk stratification

Harriet L Lancaster, Sunyi Zheng, Olga Aleshina et al. · Lung Cancer · 2022 · 45 citations · Full text

PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology

Yuxuan Sun, Chenglu Zhu, Sunyi Zheng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 42 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +25

Using deep learning to safely exclude lesions with only ultrafast breast MRI to shorten acquisition and reading time

Xueping Jing, Mirjam Wielema, L. J. Cornelissen et al. · European Radiology · 2022 · 40 citations · Full text