.Yongbei Zhu#, Wang Shuo#*, Yu He, Weimin Li, Jie Tian. SFPL: Sample-specific fine-grained prototype learning for imbalanced medical image classification [J].Medical Image Analysis, 2024
.Shuo Wang#, He Yu#, Yuncui Gan#, et al. Mining Whole-lung Information by Artificial Intelligence for Predicting EGFR Genotype and Targeted Therapy Response in Lung Cancer: A Multicohort Study [J]. Lancet Digital Health, 2022, DOI: 10.1016/S2589-7500(22)00024-3,2022
.Shuo Wang#, Yunfei Zha#, Weimin Li#, Qingxia Wu#, Xiaohu Li#, Meng Niu#, Meiyun Wang#, Xiaoming Qiu#, Hongjun Li#, He Yu, Wei Gong, Yan Bai, Li Li, Yongbei Zhu, Liusu Wang, Jie Tian*. A Fully Automatic Deep Learning System for COVID-19 Diagnostic and Prognostic Analysis [J]. European Respiratory Journal. 2020, 56 (2): 2000775. (ESI highly cited),2020
.Shuo Wang#, Jingyun Shi#, Zhaoxiang Ye#, Di Dong#, Dongdong Yu#, Mu Zhou#, Ying Liu, Olivier Gevaert, Kun Wang, Yongbei Zhu, Hongyu Zhou, Zhenyu Liu, Jie Tian*. Predicting EGFR Mutation Status in Lung Adenocarcinoma on Computed Tomography Image using Deep Learning [J]. European Respiratory Journal, 2019, 53(3): 1800986. (ESI highly cited),2019
.Shuo Wang#, Mu Zhou#, Zaiyi Liu, Zhenyu Liu, Dongsheng Gu, Yali Zang, Di Dong#, Olivier Gevaert#, Jie Tian*. Central Focused Convolutional Neural Networks: Developing a Data-driven Model for Lung Nodule Segmentation [J]. Medical Image Analysis, 40 (2017): 172-183. (ESI highly cited),2017
.Shuo Wang#, Zhenyu Liu#, Yu Rong#, Bin Zhou, Yan Bai, Wei Wei, Wei Wei, Meiyun Wang*, Yingkun Guo*, Jie Tian*. Deep Learning Provides a New Computed Tomography-based Prognostic Biomarker for Recurrence Prediction in High-grade Serous Ovarian Cancer [J]. Radiotherapy and Oncology, 2019, 132: 171-177.,2019
.Shuo Wang#, Feng Chen#, Mingyu Zhang#, Xiaolin Zhao, Linghua Wen, Wenyuan Wu, Shina Wu, Zhe Li, Jie Tian*, Tao Liu*. Predicting prognosis of primary pontine hemorrhage using CT image and deep learning[J]. NeuroImage: Clinical, 2022, 36: 103257,2022
.Zhenyu Liu#, Shuo Wang#, Di Dong#, Jingwei Wei#, Cheng Fang#, Xuezhi Zhou, Kai Sun, Longfei Li, Bo Li*, Meiyun Wang*, Jie Tian*. The Applications of Radiomics in Precision Diagnosis and Treatment of Oncology: Opportunities and Challenges [J]. Theranostics, 2019, 9(5): 1303. (ESI highly cited),2019
.Yongbei Zhu#, Shuo Wang#, Siwen Wang, Qingxia Wu, Liusu Wang, Hongjun Li, Meiyun Wang, Meng Niu, Yunfei Zha, Jie Tian*. Mix Contrast for COVID-19 Mild-to-Critical Prediction. IEEE Transactions on Biomedical Engineering, 2021, 68(12):3725-3736.,2021
.Qingxia Wu#, Shuo Wang#, Shuixing Zhang#, Meiyun Wang#, Yingying Ding#, Jin Fang, Qingxia Wu, Wei Qian, Zhenyu Liu, Kai Sun, Yan Jin, He Ma*, Jie Tian*. Development of a Deep Learning Model to Identify Lymph Node Metastasis on Magnetic Resonance Imaging in Patients with Cervical Cancer [J]. JAMA Network Open. 2020;3(7): e2011625.,2020