一、个人简介
医学信息与人工智能学院讲师，硕士生导师。毕业于西安电子科技大学与中科院自动化研究所联合培养，信息与通信工程博士。山东省博新计划，中国中西医结合学会医学影像专委会中医影像组委员，2024年第三季度“Wiley中国高贡献作者”。
二、研究方向
医学影像智能分析、脑影像处理、多模态大模型
三、代表性文章
[1] Sun Kai#, Liu Zhenyu#, Chen Guanmao#, Zhouzhifeng, Zhong Shuming, Tang Zhenchao, Wang Shuo, Zhou Guifei, Zhou Xuezhi, Shao Lizhi, Ye Xiaoying, Zhang Yingli, Jia Yanbin, Pan Jiyang, Huang Li, Liu Xia*, Liu Jiangang*, Tian Jie*, Wang Ying*. A two-center radiomic analysis for differentiating major depressive disorder using multi-modality MRI data under different parcellation methods. Journal of Affective Disorders, 2022, 300: 1-9. (DOI: 10.1016/j.jad.2021.12.065，中科院2区TOP，IF=4.839)
[2] Sun Kai#, Zhang Jing#, Liu Zhenyu, Qiu Qi, Gao Han, Liu Panpan, Chen Kuntao, Wei Wei, Wang Liang*, Zhang Junting*, Zhou Junlin*, Tian Jie*. A Deep Learning Radiomics Analysis for Identifying Sinus Invasion in Patients with Meningioma Before Operation Using Tumor And Peritumoral Regions. European Journal of Radiology, 2022: 110187. (DOI: 10.1016/j.ejrad.2022.110187，中科院2区，IF=3.528)
[3] Sun Kai#, Liu Zhenyu#, Li Yiming#, Wang Lei, Tang Zhenchao, Wang Shuo, Zhou Xuezhi, Shao Lizhi, Sun Caixia, Liu Xing, Jiang Tao, Wang Yinyan*, Tian Jie*. Radiomics Analysis of Postoperative Epilepsy Seizures in Low-Grade Gliomas Using Preoperative MR Images. Frontiers in Oncology, 2020: 1096. (DOI: 10.3389/fonc.2020.01096，中科院3区，IF=6.244)
[4] Wang Ying#*, Sun Kai#, Liu Zhenyu#, Chen Guanmao, Jia Yanbin, Zhong Shuming, Pan Jiyang, Huang Li, Tian Jie*. Classification of Unmedicated Bipolar Disorder Using Whole-Brain Functional Activity and Connectivity A Radiomics Analysis. Cerebral Cortex. 2020, 30(3): 1117-1128. (DOI: 10.1093/cercor/bhz152，中科院1区TOP，IF=5.357)
[5] Mo Jiajie#, Liu Zhenyu#, Sun Kai#, Ma Yanshan, Hu Wenhan, Zhang Chao, Wang Yao, Wang Xiu, Liu Chang, Zhao Baotian, Zhang Kai*, Zhang Jianguo*, Tian Jie*. Automated detection of hippocampal sclerosis using clinically empirical and radiomics features. Epilepsia, 2019, 60(12): 2519-2529. (DOI: 10.1111/epi.16392，中科院1区TOP，IF=5.864)
[6] Li Menglei#, Sun Kai#, Dai Weixing#, Xiang Wenqiang, Zhang Zhaohe, Zhang Rui, Wang Renjie, Li Qingguo, Mo Shaobo, Han Lingyu, Tong Tong*, Liu Zhenyu*, Tian Jie*, Cai Guoxiang*. Preoperative prediction of peritoneal metastasis in colorectal cancer using a clinical-radiomics model. European Journal of Radiology，2020, 132: 109326. (DOI: 10.1016/j.ejrad.2020.109326，中科院 2 区，2020，IF=3.528)
[7] Liu Zhenyu#, Meng Xiaochun#, Zhang Hongmei#, Li Zhenhui#, Liu Jiangang, Sun Kai, Meng Yankai, Dai Weixing, Xie Peiyi, Ding Yingying, Wang Meiyun*, Cai Guoxiang*, Tian Jie*. Predicting distant metastasis and chemotherapy benefit in locally advanced rectal cancer. Nature communications, 2020, 11(1): 1-11. (DOI：10.1038/s41467-020-18162-9，中科院1区TOP，IF=14.919)
[8] Sun Kai, Chen Guanmao, Liu Chunchen, Chu Zihan, Huang Li, Li Zhou, Zhong Shuming, Ye Xiaoying, Zhang Yingli, Jia Yanbin, Pan Jiyang, Zhou Guifei*, Liu Zhenyu*, Yu Changbin*, Wang Ying*. A novel MSN-II feature extracted from T1-weighted MRI for discriminating between BD patients and MDD patients. Journal of Affective Disorders, 2025, 371: 36-44. (DOI: 10.1016/j.jad.2024.11.047, 中科院2区TOP, IF=4.9)
[9] Sun Shanyue#*, Chen Xinyuan, Ding Nannan, Zhang Miao, Li Xiaoru, Chen Lin, Sun Kai*, Liu Yingchao*. Gamma-aminobutyric acid-mediated neuro-immune interactions in glioblastoma: Implications for prognosis and immunotherapy response. Life sciences, 2024, 357, 123067.(DOI: 10.1016/j.lfs.2024.123067，中科院2区，IF=5.20)
[10] Sun Kai#, Wang Xin#, Zhou Guifei, Lv Wenchao, Song Rujia, Wei Wei, Liu Zhenyu*, Yu Changbin*. A systematic review on investigating Major Depressive Disorder and Bipolar Disorder using MRI and Genetic Data from 2018 to 2024. Brain-X, 2024, (2): e70000. (DOI: 10.1002/brx2.70000, 新刊，暂无分区和影响因子)
[11] Zhou Meng#, Lv Wei#, Han Peng#, Sun Kai#, Hao Ziqian#, Gao Ling, Xu Yunyun, Xu Zhe, Shao Shanshan, Ma Shizhan, Guo Qingling, Zhang Haiqing, Liu Ke, Yang Fan, Yuan Zhongshang, Wu Guojun*, Yu Changbin*, Luo Yonglun*, Yao Zhenyu*, Zhao Jiajun*. Plasma extrachromosomal circular DNA as a potential diagnostic biomarker for nodular thyroid disease. Clinical and translational medicine, 2024, 14(6), e1740. (DOI: 10.1002/ctm2.1740，中科院1区，IF=7.90)
[12] Jifei Sun#; Kai Sun#; Limei Chen; Xiaojiao Li; Ke Xu; Chunlei Guo; Yue Ma; Jiudong Cao; Guolei Zhang; Yang Hong; Zhi Wang; Shanshan Gao; Yi Luo; Qingyan Chen; Weiyi Ye; Xue Yu; Xue Xiao; Peijing Rong*; Chanbin Yu*; Jiliang Fang*. A predictive study of the efficacy of transcutaneous auricular vagus nerve stimulation in the treatment of major depressive disorder: An fMRI-based machine learning analysis, Asian Journal of Psychiatry, 2024.8, 98(2): 104079 (DOI: 10.1016/j.ajp.2024.104079, JCR Q1，IF=3.80)
四、基金
(1) 国家自然科学基金委员会, 面上项目, 基于MRI及机器学习技术的耳甲电针治疗抑郁症疗效预测研究, 2022-01-01 至 2025-12-31, 在研, 参与
(2) 国家自然科学基金委员会, 重大研究计划, 胶质母细胞瘤肿瘤突变负荷（TMB）评估及免疫检查点抑制剂疗效预测, 2021-01-01 至 2023-12-31, 在研, 参与
(3) 国家自然科学基金委员会, 面上项目, 脑胶质瘤放化疗敏感性相关影像基因组学特征研究, 2021-01-01 至 2024-12-31, 在研, 参与
五、合作联系方式：sunkai6211@sdfmu.edu.cn
