张靖阳，副教授，硕士生导师；江苏省双创博士，教育部海外博士后引才专项。2016年至2021年于上海交通大学获得博士学位，2021年至2024年先后在上海科技大学和香港中文大学担任博士后研究员。近期研究方向为：医学影像智能分析，医疗多模态基础大模型，高效鲁棒性深度学习理论等。在医学影像分析领域顶刊和顶会TMI，MIA，MICCAI等以第一/通讯作者身份发表论文二十余篇，长期担任多个国际著名期刊会议的审稿人、编委及客座主编。
招生：
1. 招收2026级计算机学院统考研究生（名额充足+卓工专项），欢迎有自驱力和科研热情的学生报名！
2. 欢迎对医学影像和人工智能感兴趣的本科生参与全程科研训练。
3. 招收2027级计算机学院推免研究生（名额充足），欢迎大家和我联系报名！
学生去向：
2023届：王浩宇（远程指导），硕士，英特尔；
2022届：吴蔚（联合指导），博士，联影医疗；
2021届：张宏（联合指导），硕士，字节跳动；
最新动态：
2026.05.08，祝贺张靖阳老师一作论文 Selective Rank-1 Orthogonality Regularization: Rethinking Stability-Plasticity Balance in Continual Medical Image Classification 被医学影像领域TOP会议《International Conference on Medical Image Computing and Computer-Assisted Intervention》接收（Early Accept 9%）!
2026.04.12，祝贺联合指导的博士研究生杨青翰一作论文 RecHCA: Hierarchical Context Awareness for One-Step Sensorless Freehand 3D Ultrasound Reconstruction 被模式识别领域TOP期刊《Pattern Recognition》接收！
2026.02.16，祝贺指导的研究生王晟一作论文 Stratum-Wise Difference Learning with deep Laplacian pyramid for semi-supervised 3D intracranial hemorrhage segmentation 被 《Biomedical Signal Processing and Control》 接收！
2026.01.25，祝贺指导的研究生骆礼林一作论文 CTF-DANN: IMPROVING DEPRESSION DETECTION VIA DOMAIN ADAPTATION WITH CROSS-CHANNEL TEMPORAL-FREQUENCY ATTENTION IN EEG SIGNALS 被 《IEEE International Conference on Acoustics, Speech, and Signal Processing》（ICASSP）接收！
2025.08.13，祝贺指导的博士研究生徐敦源一作论文 Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain Segmentation 入选 MICCAI-2026 Spotlight 亮点论文！
2025.06.18，祝贺指导的博士研究生高硕（东南大学生物医学工程学院-联合指导）一作论文被医学影像领域TOP会议《International Conference on Medical Image Computing and Computer-Assisted Intervention》接受（Accept after Rebuttal）!
2025.05.13，祝贺指导的博士研究生徐敦源（香港中文大学CSE-联合指导）一作论文被医学影像领域TOP会议《International Conference on Medical Image Computing and Computer-Assisted Intervention》接收（Early Accept）!
2025.04.18，祝贺指导的博士研究生徐敦源（香港中文大学CSE-联合指导）一作论文被医学影像领域TOP期刊《IEEE Transcations on Medical Imaging》接收！
2025.04.12，祝贺与山东大学董恩清教授团队合作论文被《Computerized Medical Imaging and Graphics》接收！
2025.03.19，祝贺与中南大学匡湖林教授团队合作论文被医学影像领域TOP期刊《Medical Imaging Analysis》接收！
2025.03.12，祝贺指导的博士研究生王得旭（上海交通大学-联合指导）一作论文被杂志《Biomedical Signal Processing and Control》接收！
2025.02.14，祝贺与新加坡国立大学Yueming Jin教授团队合作论文被医学影像领域TOP会议《Information Processing in Medical Imaging》接收（Oral Presentation）！
2025.02.04，祝贺张靖阳老师一作论文被医学影像领域TOP期刊《IEEE Transcations on Medical Imaging》接收！
2016.09-2021.12 上海交通大学-生物医学工程学院 工学博士（导师：顾力栩教授）
2012.09-2016.06 华中科技大学-启明学院实验班 工学学士
2022.11 - 2024.09 香港中文大学-计算机科学与工程系 博士后研究员（合作导师：Prof. Pheng-Ann Heng）
2021.10 - 2022.08 上海科技大学-生物医学工程系 博士后研究员（合作导师：沈定刚教授）
1. 教育部海外博士后引才专项，2026-2028，主持
2. 国家自然科学基金青年项目，2026.01-2028.01，主持
3. 江苏省基础研究自然科学基金青年项目，2026.01-2028.01，主持
4. 江苏省科技前沿计划（卫生医药）项目，2026.01-2028.01，项目骨干
5. 国家重点研发计划专项项目子课题，2024.12-2027.11，项目骨干
6. XXX预先研究项目-基于XXX的XXX在轨检测技术，2024.03-2027-02，项目骨干
Jingyang Zhang, et al. DC2T: Disentanglement-Guided Consolidation and Consistency Training for Semi-Supervised Cross-Site Continual Segmentation. IEEE Transactions on Medical Imaging (TMI) 2024.
Jingyang Zhang, et al. S3R: Shape and Semantic-based Selective Regularization for Explainable Continual Segmentation across Multiple Sites. IEEE Transactions on Medical Imaging (TMI) 2023.
Jingyang Zhang, et al. Learning Towards Synchronous Network Memorizability and Generalizability for Continual Segmentation across Multiple Sites. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2022.
Jingyang Zhang, et al. Comprehensive Importance-based Selective Regularization for Continual Segmentation across Multiple Sites. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2021.
Jingyang Zhang, et al. SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation. IEEE International Symposium on Biomedical Imaging (ISBI) 2021.
Jingyang Zhang, et al. Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation. Neurocomputing 2020.
Jingyang Zhang, et al. Vesselness-Constrained Robust PCA for Vessel Enhancement in X-ray Coronary Angiograms. Physics in Medine and Biology (PMB) 2018.
Wei Li, Jingyang Zhang#, et al. Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2024.
Ran Gu*, Jingyang Zhang*, et al. Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2021.
Ran Gu*, Jingyang Zhang*, et al. Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation across Similar Anatomical Structures. IEEE Transactions on Medical Imaging (TMI) 2022.
Peng Xue*, Jingyang Zhang*, et al. Structure-Aware Registration Network for Liver DCE-CT images. IEEE Journal of Biomedical and Health Informatics (JBHI) 2024.
Lei Ma*, Jingyang Zhang*, et al. Construction of Unbiased Dental Template and Parametric Dental Model for Precision Digital Dentistry. Biomedical Signal Processing and Control (BSPC) 2024.
Mianxin Liu*, Jingyang Zhang*, et al. A Common Spectrum Underlying Brain Disorders across Lifespan Revealed by Deep Learning on Brain Networks. iScience 2023.
Qinghan Yang, Jingyang Zhang*, et al., RecHCA: Hierarchical Context Awareness for One-Step Sensorless Freehand 3D Ultrasound Reconstruction. Pattern Recgnotion 2026.
Lilin Luo, Jingyang Zhang*, et al. CTF-DANN: IMPROVING DEPRESSION DETECTION VIA DOMAIN ADAPTATION WITH CROSS-CHANNEL TEMPORAL-FREQUENCY ATTENTION IN EEG SIGNALS. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2026.
Cheng Wang, Siqi Chen, Donghua Mi*, Jingyang Zhang*, Yang Chen, Yudong Zhang*, Yinsheng Li*. SWDL: Stratum-Wise Difference Learning with deep Laplacian pyramid for semi-supervised 3D intracranial hemorrhage segmentation. Biomedical Signal Processing and Control (BSPC) 2026.
