季續,博士,副研究員,博士生導師。先後于南京大學及美國威斯康辛麥迪遜大學獲學士及博士學位,回國後加入bet356手机版唯一官网登录影像科學與技術系陳陽教授團隊。研究領域為智能成像與圖像處理方法(側重于醫學圖像處理),主持多項橫縱向基金,以第一作者或通訊作者在IEEE Trans. Med. Imag. 等醫學成像領域的國際知名SCI期刊發表論文二十餘篇。招生需求:碩士生3-5名/年,博士生1-2名/年。
智能圖像處理
博士, 美國威斯康星大學麥迪遜分校. (2015 - 2020)
學士, 南京大學匡亞明學院. (2011 - 2015)
上崗副研究員,bet356手机版唯一官网登录. (2021 - 今)
博士後副研究員,美國威斯康星大學麥迪遜分校. (2020 - 2021)
國家自然科學基金青年項目:“光子計數CT多對比劑優質同步成像方法研究”,2024-01 至 2026-12,30萬元,在研,主持。
江蘇省青年基金項目:“高質量光子計數C臂CT能譜成像方法研究”,2022-07 至 2025-06,20萬元,在研,主持。
校企合作項目:“基于XX産線的高速工業CT在線檢測算法”,在研,主持。
科技部重點研發計劃(診療裝備與生物醫用材料):“光子計數能譜CT研發“,2022-10 至 2027-09, 60萬元, 在研, 參與。
代表性論著:(* 第一作者; # 通訊作者。完整的論文列表見我的谷歌學術主頁)
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.
Kan, S., Ren, C., Liu, Z., Lu, Y., Luo, S., Ji, X.#, & Chen, Y. (2025). DuDo-RAC: Dual-domain optimization for ring artifact correction in photon counting CT. Computer Methods and Programs in Biomedicine, 263, 108636–108636.
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.
畢業生去向:課題組碩士畢業生多就職于阿裡、字節跳動等IT大廠或上海聯影醫療等國内龍頭醫療影像設備企業,部分畢業生被推薦前往歐美或港澳地區讀博深造。