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Wei Shi#, Yong Wang#, Wei Xia#, Baoyan Liu, Meng Ni, Jingyi Shen, Yujun Bai, Guixiang Weng, Wenju Liu, Shuanghu Yuan*, Xin Gao*, Brain metastases from small cell lung cancer and non-small cell lung cancer: comparison of spatial distribution and identification of metastatic risk regions, Journal of Neuro-Oncology, 2022, Dec. 6. (SCI) Accepted
Dingdu Hu, Junming Jian*, Yongai Li*, Xin Gao*, Deep Learning-based Segmentation of Epithelial Ovarian Cancer on T2-weighted MR Images, Quantitative Imaging in Medicine and Surgery, 2022, Dec. (SCI) Accepted
石田蕾，张家意，鲍泳杨，高欣*，基于深度学习的黑色素细胞病变全流程智能化精准诊断，生物医学工程学杂志，2022. (EI)
Honglin Bai#, Siyu Meng#, Chuanfeng Xiong#, Zhao Liu, Wei Shi, Qimeng Ren, Wei Xia, XingYu Zhao, Junming Jian, Yizhi Song, Caifang Ni*, Xin Gao*, Zhi Li*, Preoperative CECT-based radiomic signature for predicting the response of transarterial chemoembolization (TACE) therapy in Hepatocellular Carcinoma, CardioVascular and Interventional Radiology, Jun. 27, 2022. (SCI)
Yingxiu Luo#, Jiayi Zhang#, Yidi Yang, Yamin Rao, Xingyu Chen, Tianlei Shi, Shiqiong Xu*, Renbing Jia*, Xin Gao*, Deep learning-based fully automated differential diagnosis of eyelid basal cell and sebaceous carcinoma using whole slide images, Quantitative Imaging in Medicine and Surgery, Jun, 2022. (SCI)
Yanfen Cui#, Jiayi Zhang#, Zhenhui Li#, Kaikai Wei#, Ye Lei, Jialiang Ren, Lei Wu, Zhenwei Shi, Xiaochun Meng*,Xiaotang Yang*, Xin Gao*, A CT-based deep learning radiomics nomogram for predicting the response to neoadjuvant chemotherapy in patients with locally advanced gastric cancer: A multicenter cohort study, EClinicalMedicine, Apr. 2022. (SCI)
廖仕敏，刘仰川，朱叶晨，王艳玲，高欣*，一种基于CycleGAN改进的低剂量CT图像增强网络，图学学报，2022。
Keqing Wu, Shengbao Duan, Yujue Wang, Hongmei Wang*, Xin Gao*, Convolutional neural network-based automatic classification for incomplete antibody reaction intensity in solid phase anti-human globulin test images, Medical & Biological Engineering & Computing, 2022. (SCI)
Yongyang Bao#, Jiayi Zhang#, Xingyu Zhao, Rui Zhang, Henghua Zhou, Ying Chen, Wei Xia, Junming Jian, Xin Gao*, Deep learning-based fully automated diagnosis of melanocytic lesions by using whole slide images, Journal of Dermatological Treatment, 2022. (SCI)
Le Fu#, Wei Xia#, Wei Shi, Guangxu Cao, Yetian Ruan, Xingyu Zhao, Min Liu, Sumei Niu, Fang Li*, Xin Gao*, Deep learning based cervical screening by the cross-modal integration of colposcopy, cytology, and HPV test, International Journal of Medical Informatics, 2021. (SCI)
Junming Jian#, Yong'ai Li#, Wei Xia, Zhang He, Rui Zhang, Haiming Li, Xingyu Zhao, Shuhui Zhao, Jiayi Zhang, Songqi Cai, Xiaodong Wu, Xin Gao*, Jinwei Qiang*, MRI-Based multiple instance convolutional neural network for increased accuracy in the differentiation of borderline and malignant epithelial ovarian tumors, Journal of Magnetic Resonance Imaging, Nov. 29, 2021. (SCI)
Junming Jian, Wei Xia, Rui Zhang, Xingyu Zhao, Jiayi Zhang, Xiaodong Wu, Yong’ai Li, Jinwei Qiang, Xin Gao*, Multiple instance convolutional neural network with modality-based attention and contextual multi-instance learning pooling layer for effective differentiation between borderline and malignant epithelial ovarian tumors, Artificial Intelligence in Medicine, Oct. 7, 2021. (SCI)
Xingyu Zhao, Xiang Wang, Wei Xia, Rui Zhang, Junming Jian, Jiayi Zhang, Yechen Zhu, Yuguo Tang, Zhen Li*, Shiyuan Liu*, Xin Gao*, 3D multi-scale, multi-task, and multi-label deep learning for prediction of lymph node metastasis in T1 lung adenocarcinoma patients' CT images, Computerized Medical Imaging and Graphics, Sep. 9, 2021. (SCI)
Fengchang Yang#, Jiayi Zhang#, Liu Zhou, Wei Xia, Rui Zhang, Haifeng Wei, Jinxue Feng, Xingyu Zhao, Junming Jian, Xin Gao*, Shuanghu Yuan*, CT-based radiomics signatures can predict the tumor response of non-small cell lung cancer patients treated with first-line chemotherapy and targeted therapy, European Radiology, Aug. 8, 2021. (SCI)
Yong Wang#, Wei Xia#, Baoyan Liu, Liu Zhou, Meng Ni, Rui Zhang, Jingyi Shen, Yujun Bai,Guixiang Weng, Shuanghu Yuan* and Xin Gao*, Exploration of spatial distribution of brain metastasis from small cell lung cancer and identification of metastatic risk level of brain regions: a multicenter, retrospective study, Cancer Imaging, 21:41, 2021. (SCI)
Honglin Bai, Wei Xia, Xuefu Ji, Dong He, Xingyu Zhao, Jie Bao, Jian Zhou, Xuedong Wei, Yuhua Huang, Qiong Li*, Xin Gao*, Multiparametric MRI-based peritumoral radiomics for preoperative prediction of the presence of extracapsular extension with prostate cancer, Journal of Magnetic Resonance Imaging, May 10, 2021. (SCI)
Jiayi Zhang#, Wei Xia#, Qingpeng Jin, Xin Gao*, A 2D/3D non-rigid registration method for lung images based on a non-linear correlation between displacement vectors and similarity measures, Journal of Medical and Biological Engineering, 41(3): 331-342, 2021. (SCI)
Haiming Li#, Rui Zhang#, Ruimin Li, Wei Xia, Xiaojun Chen, Jiayi Zhang, Songqi Cai, Yong'ai Li, Shuhui Zhao, Jinwei Qiang, Weijun Peng, Yajia Gu*, Xin Gao*, Noninvasive prediction of residual disease for advanced high-grade serous ovarian carcinoma by MRI-based radiomic-clinical nomogram, European Radiology, Apr. 16, 2021. (SCI)
Junming Jian#, Yong’ai Li#, Perry J. Pickhardt, Wei Xia, Zhang He, Rui Zhang, Shuhui Zhao, Xingyu Zhao, Songqi Cai, Jiayi Zhang, Guofu Zhang, Jingxuan Jiang, Yan Zhang, Keying Wang, Guangwu Lin, Feng Feng, Xiaodong Wu, Xin Gao*, Jinwei Qiang*, MR image-based radiomics to differentiate type I and type II epithelial ovarian cancers, European Radiology, 31(1): 403-410, 2021. (SCI)
Lei Zhang#, Wei Xia#, Zhi-Ping Yan#, Jun-Hui Sun#, Bin-Yan Zhong#, Zhong-Heng Hou, Min-Jie Yang, Guan-Hui Zhou, Wan-Sheng Wang, Xing-Yu Zhao, Jun-Ming Jian, Peng Huang, Rui Zhang, Shen Zhang, Jia-Yi Zhang, Zhi Li, Xiao-Li Zhu, Xin Gao*, Cai-Fang Ni*, Deep learning predicts overall survival of patients with unresectable hepatocellular carcinoma treated by transarterial chemoembolization plus sorafenib, Frontiers in Oncology, 10, 593292, Sep. 30 2020. (SCI)
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