
电子邮件: yang.du@ia.ac.cn
通信地址: 海淀区中关村东路95号,智能化大厦905室
邮政编码: 100190
研究领域
医学分子影像
医学影像处理与分析
影像大数据智能分析
招生信息
博士及硕士研究生
招生专业
081203-计算机应用技术
083100-生物医学工程
招生方向
计算机视觉
工作和留学经历
2017.11至今, 中国科学院自动化研究所, 研究员
2012.11至2017.10,中国科学院自动化研究所, 副研究员
2010.04至2012.09,美国西南医学研究中心(The Univ of Texas Southwestern Medical Center), 博士后
2009.10至2010.03,美国MD爱德森癌症研究中心(The Univ of Texas MD Anderson Cancer Center), 博士后
2005.09至2009.09 香港大学(The University of Hong Kong),博士
社会兼职
2024.04至今,中日科技交流协会超声医学分会第一届专家委员会, 副主任委员
2023.11至今,北京超声医学学会第四届理事
2023.11至今,中国医药生物技术协会生物医学成像技术分会委员
2022.11至今,中国医疗保健国际交流促进会肿瘤免疫治疗学分会第一届委员会, 常务委员
2022.04至今,中国医学装备协会磁共振应用专业委员会, 委员
2022.04至今,中国医促会放射学分会, 委员
2022.01至今,《中国医学影像技术》第十一届编委会, 通讯编委
2021.08至今,中国图学学会 医学图像与设备专业委员会, 常务委员
2021.01至今,Chinese Journal of Academic Radiology, 第二届编委
2021.01至今,北京放射学分会学分子影像学组, 委员
2020.11至今,广东省精准医学应用学会分子影像分会, 委员
2020.11至今,女医师协会 病理专委会, 委员
2019.11至今,中国抗癌协会介入学专业委员会第二届肝转移癌与转化治疗专家委员会, 委员
2019.10至今,中国医药生物技术协会造影技术分会, 委员
2019.08至今,中国介入医学产业技术创新联盟, 理事
奖励信息
中国生物医学工程学会黄家驷生物医学工程奖一等奖,省级,2023
中华医学科学技术奖二等奖,省级,2023
北京市科学技术奖自然科学奖二等奖,省级,2022
第八届北京医学科技奖二等奖,其他,2022
世界分子影像大会工业资助奖, 其他, 2019
世界分子影像大会研究学者奖, 其他, 2017
美国肿瘤年会新视野大会旅行资助奖, 其他, 2016
世界分子影像大会研究学者奖, 其他, 2015
亚洲分子影像大会旅行资助, 其他, 2013
发表论文
Zhang Z#, Du Y#, Shi X#, Wang K, Qu Q, Liang Q, Ma X, He K, Chi C, Tang J, Liu B, Ji J*, Wang J*, Dong J*, Hu Z*, Tian J* (2024). NIR-II light in clinical oncology: opportunities and challenges. Nat Rev Clin Oncol. 2024 Jun;21(6):449-467. (SCI: 78. 8)
Kun Wang#, Yang Du#, Zeyu Zhang#, Kunshan He, Zhongquan Cheng, Lin Yin, Di Dong, Changjian Li, Wei Li, Zhenhua Hu, Chong Zhang, Hui Hui, Jie Tian* (2023). Fluorescence image-guided tumour surgery. Nature Reviews Bioengineering 1,161-179(2023)
An Y*,#, Bian C#, Yan DX#, Wang H, Wang Y, Du Y*, Tian J* (2022). A fast and automated FMT/XCT reconstruction strategy based on standardized imaging space. IEEE Trans Med Imaging 2022 Mar;41(3):657-666. (SCI: 10.048)
Wang H#, Bian C#, Kong L, An Y*, Du Y*, Tian J* (2021). A Novel Adaptive Parameter Search Elastic Net Method for Fluorescent Molecular Tomography. IEEE Trans Med Imaging. 2021 May;40(5):1484-1498. (SCI: 10.048)
Li G, Liu Y, Qian Z, Xiong F, Lei S, Feng Y, Li J, Du Y*, Tian J*, An Y* (2023). Fast system matrix generation based on single angle calibration in open-sided field free line magnetic particle imaging. IEEE Trans Biomed Eng. 2024 Apr;71(4):1209-1218. (2022 SCI: 4.538)
Yan D#, An Y#,*, Li G, Li J, Du Y*, Tian J* (2023). High-Resolution Reconstruction of FMT Based on Elastic Net Optimized by Relaxed ADMM. IEEE Trans Biomed Eng. 2023 Jan;70(1):296-306. doi: 10.1109/TBME.2022.3190049. (SCI: 4.538)
Kong L#, An Y#, Liang Q, Yin L, Du Y*, Tian J* (2020). Reconstruction for Fluorescence Molecular Tomography via Adaptive Group Orthogonal Matching Pursuit. IEEE Trans Biomed Eng. 2020 Sep;67(9):2518-2529. (SCI: 4.538)
Peng Z#, Yin L#, Sun Z, Liang Q, Ma X, An Y*, Tian J*, Du Y*(2023). DERnet: A Deep Neural Network for End-to-end Reconstruction in Magnetic Particle Imaging. Phys Med Biol 2023 Dec 22;69(1). (2022 SCI:3.5)
Shan S, Zhang C, Yin L, Yang X, Yu D, Qi Y, Li M, Wildgruber M, Du Y*, Tian J*, Ma X* (2024). Combination of Time Domain-System Matrix and X-space Methods to Reconstruct Magnetic Particle Images with Isotropic Resolution. Phys Med Biol 2024 Jan 2. doi: 10.1088/1361-6560/ad19f0. (2022 SCI: 3.5)
Yin L, Guo H, Zhang P, Li Y, Hui H, Du Y*, Tian J* (2023). System matrix recovery based on deep image prior in magnetic particle imaging. Phys Med Biol 2023 Jan 20;68(3). (2022 SCI:3.5)
Lin Yin, Wei Li, Zhongwei Bian, Ziwei Chen, Yanjun Liu, Jing Zhong, Shuixing Zhang, Yang Du*, Hui Hui*, Jie Tian*(2023). A Streamlined 3D Magnetic Particle Imaging System with A Two-stage Excitation Feed-through Compensation Strategy. IEEE Transactions on Instrumentation and Measurement, vol. 72, pp. 1-10, 2023, Art no. 4508510, doi: 10.1109/TIM.2023.3328682. (2022 SCI:5.6)
Yu An#, Hanfang Wang#, Jiaqian Li, Guanghui Li, Xiaopeng Ma*, Yang Du*, Jie Tian* (2023). Reconstruction based on adaptive group least angle regression for fluorescence molecular tomography. Biomed Opt Express. 2023 May; 14(5);2225-2239. (SCI: 3.732)
Lu Wang#, Yan Huang, Yishen Zhao, Jie Tian*, Lu Zhang*, Yang Du* (2023). Improved Quantitative Analysis Method for Magnetic Particle Imaging Based on Deblurring and Region Scalable Fitting. Mol Imaging Biol 2023 Aug;25(4):788-797. (SCI: 4.538)
Zhou M#, Xiang S#, Zhao Y#, Tang Y, Yang J, Yin X, Tian J*, Hu S*, Du Y* (2023). [68Ga]Ga-AUNP-12 PET Imaging to Assess the PD-L1 Status in Preclinical and First-in-human Study. Eur J Nucl Med Mol Imaging. 2024 Jan;51(2):369-379. (2022 SCI:9.1)
Peng Z#, Lu C#, Shi G#, Yin L, Liang X, Song G*, Tian J*, Du Y* (2023). Sensitive and quantitative in vivo analysis of PD-L1 using magnetic particle imaging and imaging-guided immunotherapy. Eur J Nucl Med Mol Imaging. 2023 Apr;50(5):1291-1305. (2022 SCI:9.1)
Wang G#, Li W, Shi G, Tian Y, Kong L, Ding N, Lei J, Jin Z*, Tian J*, Du Y* (2022). Sensitive and specific detection of breast cancer lymph node metastasis through dual-modality magnetic particle imaging and fluorescence molecular imaging: a preclinical evaluation. Eur J Nucl Med Mol Imaging 2022 Jul;49(8):2723-2734. (2022 SCI:9.1)
Cheng Z#, Ma J#, Yin L, Yu L, Yuan Z*, Zhang B*, Tian J*, Du Y* (2023). Non-invasive molecular imaging for precision diagnosis of metastatic lymph nodes: opportunities from preclinical to clinical applications. Eur J Nucl Med Mol Imaging 2023 Mar;50(4):1111-1133. (2022 SCI:9.1)
Zhang W#, Liang X#, Zhang X#, Tong W, Shi G, Guo H, Jin Z*, Tian J*, Du Y*, Xue H* (2024), Magnetic-optical Dual-modality Imaging Monitoring Chemotherapy Efficacy of Pancreatic Ductal Adenocarcinoma with a Low-dose Fibronectin-targeting Gd-based Contrast Agent. Eur J Nucl Med Mol Imaging. 2024 Feb 19. https://doi.org/10.1007/s00259-024-06617-w. (2022 SCI: 9.1)
Cheng Z#, Shang J#, Wang H, Yu L, Yuan Z*, Zhang Y*, Du Y*, Tian J* (2023). Molecular imaging-guided extracellular vesicle-based drug delivery for precise cancer management: Current status and future perspectives. J Control Release. 2023 Aug; 362:97-120. (2022 SCI: 10.8). (Review)
Zhang J#, Li W#, Qi Y#, Wang G, Li L, Jin Z*, Tian J*, Du Y* (2023). PD-L1 Aptamer-Functionalized Metal–Organic Framework Nanoparticles for Robust Photo-Immunotherapy Against Cancer with Enhanced Safety. Angew Chem Int Ed Engl. 2023 Jan 26;62(5):e202214750. (SCI: 16.823)
Shi G, Liu X*, Du Y*, Tian J.* (2024). RGD Targeted Magnetic Ferrite Nanoparticles Enhance Antitumor Immunotherapeutic Efficacy by Activating STING Signaling Pathway. iScience. 2024 Feb 1;27(5):109062. (2022 SCI: 5.8)
Bian C#, Wang Y#, Lu ZH, An Y, Wang HF, Kong LX, Du Y*, Tian J* (2021). ImmunoAIzer: A Deep learning-based computational frame-work to characterize cell distribution and gene mutation in tumor microenvironment. Cancers (Basel). 2021 Apr 1;13(7):1659. (SCI: 6.639)
Zhang L#, Ding Y#, Chen X#, Xiang D, Shi F, Chen Y, Yan S, Zhang X, Tian J, Sivaprasad S, Du Y*, Yang Z*, Tian B* (2021). In vivo fluorescence molecular imaging of the vascular endothelial growth factor in rats with early diabetic retinopathy. Biomed Opt Express. 2021 Oct 29;12(11):7185-7198. (SCI: 3.732)
Du Y#, Liu Y#, Wang D#, Bai H, Wang Z, He X, Zhang P, Tian J*, Wang J* (2022). Peptidic microarchitecture-trapped tumor vaccine combined with immune checkpoint inhibitor or PI3Kγ inhibitor can enhance immunogenicity and eradicate tumors. J Immunother Cancer 2022 Feb;10(2):e003564. (SCI: 13.751)
Zhang W#, Liang X#, Zhu L, Zhang X, Jin Z*, Du Y*, Tian J*, Xue H* (2022), Optical magnetic multimodality imaging of plectin-1-targeted imaging agent for the precise detection of orthotopic pancreatic ductal adenocarcinoma in mice. EBioMedicine. 2022 Jun;80:104040. (SCI: 8.143)
Zhang P#, Du Y#, Bai H, Wang Z, Duan J, Wang X, Zhong J, Wan R, Xu J, He X, Wang D, Fei K, Yu R, Tian J*, Wang J* (2022). Optimized dose selective HDAC inhibitor tucidinostat overcomes anti-PD-L1 antibody resistance in experimental solid tumors. BMC Med 2022 Nov 9;20(1):435. (SCI: 11.15)
Jiang Z#, Han X#, Du Y#, Li Y, Li Y, Li J*, Tian J*, Wu A* (2021). Mixed Metal Metal-Organic Frameworks Derived Carbon Supporting ZnFe2O4/C for High-Performance Magnetic Particle Imaging. Nano Lett. 2021 Apr 14;21(7):2730-2737. (SCI: 11.189)
Cheng Z#, Jin Y#, Li J, Shi G, Yu L, Shao B, Tian J*, Du Y*, Yuan Z* (2023). Fibronectin-targeting and metalloproteinase-activatable smart imaging probe for fluorescence imaging and image-guided surgery of breast cancer. J Nanobiotechnology 2023 Mar 28;21(1):112. (2022 SCI:10.2)
He X#, Du Y#, Wang Z, Wang X, Duan J, Wan R, Xu J, Zhang P, Wang D, Tian Y, Han J, Fei K, Bai H*, Tian J*, Wang J* (2020). Upfront dose-reduced chemotherapy synergizes with immunotherapy to optimize chemoimmunotherapy in squamous cell lung carcinoma. J Immunother Cancer. 2020 Oct;8(2):e000807. (SCI: 13.751)
Du Y#, Liu X#, Liang Q#, Liang XJ*, Tian J*(2019). Optimization and Design of Magnetic Ferrite Nanoparticles with Uniform Tumor Distribution for Highly Sensitive MRI/MPI Performance and Improved Magnetic Hyperthermia Therapy. Nano Lett. 2019 Jun 12;19(6):3618-3626. (SCI: 11.189).
Du Y#, Qi Y#, Jin Z*, Tian J* (2019). Noninvasive Imaging in Cancer Immunotherapy: The Way to Precision Medicine. Cancer Lett. 2019 Dec 1;466:13-22. (SCI: 8.679)
Du Y#, Jin Y#, Sun W, Fang J, Zheng J*, Tian J* (2019). Advances in molecular imaging of immune checkpoint targets in malignancies: current and future prospect. Eur Radiol. 2019 Aug;29(8):4294-4302. (SCI: 5.315)
Du Y#, Liang X#, Li Y#, Sun T, Xue H, Jin Z*, Tian J* (2018). Liposomal nanohybrid cerasomes targeted to PD-L1 enable dual-modality imaging and improve antitumor treatments. Cancer Lett. 2018 Feb 1;414:230-238. (SCI: 8.679)
科研项目
新型多模态影像融合技术研发及其疾病早期筛查和精准诊疗应用, 课题负责人, 国家任务, 2024-01-2028-12
针对肿瘤相关巨噬细胞在乳腺肿瘤发展中分布和作用的分子影像学研究, 负责人, 国家任务, 2015-05--2018-12.
小动物光学和光声断层多模融合分子影像设备, 负责人, 中国科学院计划, 2014-01--2015-12
脑胶质瘤精准诊疗技术的关键科学问题研究, 参与, 国家任务, 2015-01--2019-12
多模态医学影像技术在视网膜疾病的发生发展及视网膜组织工程修复中的应用, 参与, 国家任务, 2014-01--2018-12
针对早期乳腺肿瘤和微小转移的新型磁纳米粒子成像研究, 负责人, 国家任务, 2019-01--2022-12
中国科学院科技创新”交叉与合作团队”, 参与, 中国科学院计划, 2014-01--2014-12
中国科学院外籍青年科学家计划, 负责人, 国家任务, 2014-01--2015-12
北京市科技新星计划交叉学科合作课题“基于肿瘤分子影像技术中药调控乳腺癌作用评价体系关键方法研究”, 参与, 地方任务, 2017-01--2018-12
北京市科委“生命科学领域前沿技术培育”专项 “基于DNA纳米结构的多模态分子影像探针”, 参与, 地方任务, 2016-01--2018-12
北京市自然科学基金面上项目“乳腺肿瘤及微小转移的新型光学和MPI/MRI多模态分子影像在体精准检测研究”, 负责人, 地方任务, 2021-01--2023-12
恶性肿瘤免疫表型转化关键调控分子的可视化诊疗策略, 参与, 国家任务, 2022-01--2025-12
肝癌近红外二区荧光精准手术导航青年交叉团队, 参与, 中国科学院计划, 2022-01--2024-12
基于新型磁纳米粒子成像在体定量可视化乳腺肿瘤乏氧关键分子表达及指导治疗研究, 负责人, 国家任务, 2023-01--2026-12
新型多模态融合技术研发及其疾病早期筛查和精准诊疗应用,课题负责人,国家任务,2024-01--2026-12
授权专利
[1] MAGNETIC PARTICLE IMAGING (MPI) RECONSTRUCTION METHOD BASED ON RECNET MODEL. 2023-12-01.
[2] FLUORESCENCE MOLECULAR TOMOGRAPHY RECONSTRUCTION METHOD BASED ON PRIOR GUIDANCE OF MAGNETIC PARTICLE IMAGING. 2023-10-03.
[3] 一种基于磁粒子成像的手持式乳腺肿瘤检测装置. ZL202311183285.2, 2023-04-28.
[4] 基于RecNet模型的磁粒子成像重建方法. ZL202210712519.7, 2022-06-22.
[5] 局部最大值点阈值膨胀的MPI图像分割方法、系统及设备. ZL202210460043.2, 2022-04-24.
[6] 基于FDNN模型的磁粒子成像空间分辨率提升方法. CN:ZL202311183285.2, 2023-04-28.
[7] 基于自注意力机制的MMPI混合信号分离方法. ZL202210478647.7, 2022-05-05.
[8] 基于磁粒子成像先验引导的荧光分子断层成像重建方法. ZL202210457053.0, 2022-04-28.
[9] 基于标准成像空间的高分辨率荧光分子断层成像方法. ZL202210445460.X, 2022-04-26.
[10] 近红外荧光探针及其制备方法和应用. ZL202210292, 2022-03-24.
[11] 基于Unet模型的生物标志物预测系统、方法、设备. ZL2021114598082, 2021-12-02.
[12] 基于GCN残差连接网络的激发荧光断层成像方法. ZL202110763557.0, 2021-07-06.
[13] 一种肿瘤微环境及肿瘤基因突变检测系统. ZL202110687923.9, 2021-06-22.
[14] 一种光声和荧光循环互提升成像方法. ZL103393408A, 2013-11-20.
[15] 基于数字病理图像的细胞靶点表达预测方法、系统及装置. CN: CN112669288A, 2021-04-16.
[16] 基于自适应参数搜索的弹性网络激发荧光断层重建系统. CN: CN111508076A, 2020-08-07.
[17] 稀疏度自适应组正交匹配追踪的激发荧光断层重建方法. CN: CN110327018B, 2021-01-29.
指导学生
已毕业学生
梁 倩 硕士研究生 085211 -计算机技术
孔令鑫 硕士研究生 081104-模式识别与智能系统
边 畅 硕士研究生 081104-模式识别与智能系统
王 宇 硕士研究生 081104-模式识别与智能系统
彭正耀 硕士研究生 081104-模式识别与智能系统
现指导学生
孙泽雯 博士研究生 081203-计算机应用技术
苏 磊 博士研究生 081104-模式识别与智能系统
温佳璇 博士研究生 081104-模式识别与智能系统