季续,博士,副研究员,博士生导师。先后于南京大学及美国威斯康辛麦迪逊大学获学士及博士学位,回国后加入东南大学计算机科学与工程学院影像科学与技术系陈阳教授团队。研究领域为智能成像与图像处理方法(侧重于医学图像处理),主持多项横纵向基金,以第一作者或通讯作者在IEEE Trans. Med. Imag. 等医学成像领域的国际知名SCI期刊发表论文二十余篇。招生需求:硕士生3-5名/年,博士生1-2名/年。
智能图像处理
博士, 美国威斯康星大学麦迪逊分校. (2015 - 2020)
学士, 南京大学匡亚明学院. (2011 - 2015)
上岗副研究员,东南大学计算机科学与工程学院. (2021 - 今)
博士后副研究员,美国威斯康星大学麦迪逊分校. (2020 - 2021)
国家自然科学基金青年项目:“光子计数CT多对比剂优质同步成像方法研究”,2024-01 至 2026-12,30万元,在研,主持。
江苏省青年基金项目:“高质量光子计数C臂CT能谱成像方法研究”,2022-07 至 2025-06,20万元,在研,主持。
校企合作项目:“基于XX产线的高速工业CT在线检测算法”,在研,主持。
科技部重点研发计划(诊疗装备与生物医用材料):“光子计数能谱CT研发“,2022-10 至 2027-09, 60万元, 在研, 参与。
代表性论著:(* 第一作者; # 通讯作者。完整的论文列表见我的谷歌学术主页)
Ji, X.*, Zhuo, X., Lu, Y., Mao, W., Zhu, S., Quan, G., Xi, Y., Lyu, T., & Chen, Y. (2024). Image domain multi-material decomposition noise suppression through basis transformation and selective filtering. IEEE Journal of Biomedical and Health Informatics, 28(5), 2891–2903.
Sun, J., Liu, Y., Xi, Y., Coatrieux, G., Coatrieux, J.-L., Ji, X.#, Jiang, L.#, & Chen, Y. (2024). Multi-grained contrastive representation learning for label-efficient lesion segmentation and onset time classification of acute ischemic stroke. Medical Image Analysis, 103250.
Ji, X.*, Lu, Y., Zhang, Y., Zhuo, X., Kan, S., Mao, W., Coatrieux, G., Coatrieux, J.-L., Quan, G., Xi, Y., Li, S., Lyu, T., & Chen, Y. (2024). SeNAS-net: Self-supervised noise and artifact suppression network for material decomposition in spectral CT. IEEE Transactions on Computational Imaging, Vol. 10, 677–689.
Ji, X.*, Lu, Y., Zhuo, X., Zhang, Y., Zhu, S., & Chen, Y. (2023). A geometrical calibration method for C-arm CT based on a nonlinear registration model. IEEE Transactions on Instrumentation and Measurement, 72, 1–13.
Wu, Q., Ji, X.#, Gu, Y., Xiang, J., Quan, G., Li, B., Zhu, J., Coatrieux, G., Coatrieux, J.-L., & Chen, Y#. (2023). Unsharp Structure Guided Filtering for self-supervised low-dose CT imaging. IEEE Transactions on Medical Imaging, 42(11), 3283–3294.
Ji, X.*, Gao, D., Gan, Y., Zhang, Y., Xi, Y., Quan, G., Lu, Z., & Chen, Y. (2023). A deep-learning-based method for correction of bone-induced CT beam-hardening artifacts. IEEE Transactions on Instrumentation and Measurement, Vol. 72.
Chen, L., Ji, X.#, Wang, Z., & Chen, Y. (2023). Error analysis of material-decomposition-based effective atomic number quantification method. Medical Physics.
Ji, X.*, Feng, M., Treb, K., Zhang, R., Schafer, S., & Li, K. (2021). Development of an integrated C-arm interventional imaging system with a strip photon counting detector and a flat panel detector. IEEE Transactions on Medical Imaging, 40(12), 3674–3685.
Ji, X.*, Zhang, R., Li, K., & Chen, G.-H. (2020). Dual energy differential phase contrast CT (DE-DPC-CT) imaging. IEEE Transactions on Medical Imaging, 39(11), 3278–3289.
毕业生去向:课题组硕士毕业生多就职于阿里、字节跳动等IT大厂或上海联影医疗等国内龙头医疗影像设备企业,部分毕业生被推荐前往欧美或港澳地区读博深造。