医学超声成像、脑机接口、人工智能

中国科学技术协会第十一届全国代表大会代表

上海脑机接口未来产业集聚区脑机接口科创转化中心 科研副主任

上海市医学会超声医学分会，人工智能及远程超声学组名誉组长

中国声学学会生物医学超声工程分会副主任委员

中国声学学会理事

Radiology-X副主编

National Science Review(国家科学评论，NSR)编委

国际超声权威期刊UMB编委

IEEE超声研讨会技术委员会成员

中国仪器仪表学会声学仪器专委会常委

中国医学装备协会超声装备技术分会委员

上海市欧美同学会复旦大学分会理事

复旦大学祖泉研究院特聘研究员

欧盟ERC国际项目评审专家

主要学术荣誉：

2025年：青年科学基金项目A类获得者

2025年：上海曙光学者

2023年：科技部重点研发计划重点专项首席科学家

2019年：中组部海外高层次青年人才

2018年：上海市自然科学二等奖

2016年：教育部科技进步二等奖

2014年：欧盟玛丽居里学者

其它荣誉奖励

2025年：全国颠覆性技术创新大赛获优秀奖，排名第一

2024年：《声学学报》年度优秀论文

2024年：复旦大学青年五四奖章(集体)

2024年：《声学学报》2024年度优秀青年编委

2023年：《声学学报》年度优秀论文

2023年：复旦大学研究生课程思政标杆课程

2022年：复旦大学信息科学与工程学院“院长奖”

2021年：复旦大学信息科学与工程学院“院长奖”

2019年：第47届日内瓦国际发明金奖

2019年：复旦大学“钟扬式”科研团队称号

2014年：上海市优秀博士论文

2012年：上海市优秀毕业生

09/2018 ~ 至今        青年研究员、研究员，复旦大学 

04/2017 ~ 08/2018 研究员，法国朗之万实验室

04/2015 ~ 03/2017 欧盟玛丽居里学者，巴黎第六大学

04/2014 ~ 04/2015 博士后，巴黎第六大学

05/2012 ~ 04/2014 博士后，复旦大学，电子工程系，博士后

09/2007 ~ 06/2012 博士，复旦大学 电子工程系，生物医学工程专业 

09/2011 ~ 03/2012 联合培养博士研究生，生物医学工程系，Stony Brook大学

01/2011 ~ 02/2011 访问学者，物理系，Jyvaskyla大学，芬兰

09/2002 ~ 06/2006 内蒙古大学 电子工程系，电子信息科学与技术 学士

                                                  计算机系，计算机科学与技术 学士（辅修）

本科生：科技英语，2019年至今

研究生：医学超声进展，2019年至今

              生物医学超声信息处理，2020年至今

【代表论文】参见链接
1. Xu K, Yang Z, Song J*. Ultrafast power Doppler imaging in meningioma surgery: Report of two cases[J]. Asian Journal of Surgery, 2026.
2. Zhou C, Jiang T, Ma G, Li* Y, Xu K*, Ta D, Deep-learning inversion for bone ultrasound tomography[J]. IEEE Transactions on Ultrasonics, 2026, 73(5): 524‑538.
3. Wu H, Yan S, Minonzio J‑G, Chen H*, Ta D, Xu K*. Sparse‑SVD clutter filtering for ultrafast ultrasound cerebral vascular imaging[J]. Measurement Science and Technology, 2026, 37(14): 145401.
4. Zhou L, Cheng S, Xu K*. Ultrasound localization microscopy resolution distribution[J]. IEEE Transactions on Ultrasonics, 2026.
5. Guan H, Jiang C*, Xu K*, Ta D. Three-dimensional frequency-wavenumber method for efficient and high-quality volumetric ultrasound imaging[J]. Chinese Physics B, 2026.
6. Cheng S, Xu L, Ta D, Xu K*. Coherent nonlinear ultrasound imaging: From microvasculature to capillaries[J]. IEEE Transactions on Ultrasonics, 2026.
7. Mei Y, Cheng S, Li S, Zhao Z*, Chen Y, Wang J, Zeng G, Huang J, Xu K*, Tan J, Zhang Z. MOF-functionalized ultrasound-trackable magnetic microrobots for intracranial toxin removal[J]. Advanced Materials, 2026, 38(10): e16357.
8. Hou S, Sun Q, Zhang J, Yang F, Bao G, Xu K*, Dai J*. A new row‑column‑addressed transducer for 3D ultrasound imaging[J]. Ultrasonics, 2025: 107814.
9. Guo Y, Cai Y, Yan S, Lin F, Xu K*. Transcranial ultrasound localization microscopy of the rat brain with ray theory‑based aberration correction[J]. Ultrasonics, 2025: 107802.
10. Guan H, Jiang C*, Xu K*, Ta D. 3D fk migration beamformer for full matrix ultrasound imaging using row‑column‑addressed array[J]. Ultrasonics, 2025: 107809.
11. Hu Q, Yu J, Fu Y, Song J, Xie R, Xu K*. Ultrafast Doppler vascular imaging for intraoperative physiological monitoring of human spinal cord[J]. Journal of Visualized Experiments (JoVE), 2025, (222): e68260.
12. Guo Y, Sun Q, Xie Y*, Minonzio J‑G, Xu K*, Ta D. Brain-wide transcranial ultrasound localization microscopy of the non-human primate[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2025.
13. Zhu H, Zeng Y, Li J, Xu K*, Cai X*. Real-time 3D passive acoustic mapping for row-column arrays with the cross-spectrum method[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2025.
14. Cheng S, Zou J, Yan S, Xu L, Dai J, Chen P*, Xu K*. Vascular ultrasound imaging with flexible wearable array[J]. Measurement Science and Technology, 2025, 36(5): 055404.
15. Sun Q, Hou S, He R, Fu Y, Wu J, Dai J*, Xu K*. Single crystal row‑column array based rat brain 3‑D ultrasound localization microscopy[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2025.
16. Zhou C, Ma G, Li Y, Xu K*, Ta D. Vortex‑encoded full‑waveform inversion‑based ultrasound computed tomography[J]. The Journal of the Acoustical Society of America, 2025, 157(4): 2603‑2614.
17. Yan S, Huang N, Tong Y, Shu Y, Le Q, Ta D*, Xu K*. Functional ultrasound imaging of cocaine induced brain‑wide neurovascular response[J]. NeuroImage, 2025, 309: 121085.
18. Sun Q, Fu Y, Yan S, Xu K*. 4‑D vector Doppler imaging using row‑column addressed array[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2024, 72(2): 202‑214.
19. Yu J, Cai Y, Zeng Z, Xu K*. VoxelMorph‑based deep learning motion correction for ultrasound localization microscopy of spinal cord[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2024, 71(12): 1752‑1764.
20. Li Q, Tran T N, Guo J, Li B, Xu K*, Le L H, Ta D*. Unsupervised learning-based measurement of ultrasonic axial transmission velocity in neonatal bone[J]. Journal of Ultrasound in Medicine, 2024, 43(9): 1711‑1722.
21. Cheng S, Xu K*. Nonlinear simulation for contrast ultrasound imaging[J]. The Journal of the Acoustical Society of America, 2024, 156(2): 1004‑1016.
22. Li G, Sun Q, Fu Y, Hou S, Zhang J, Xu K*, Dai J. A single crystal row–column‑array for 3D ultrasound imaging[J]. Ultrasonics, 2024, 139: 107289.
23. Yu J, Dong H, Ta D, Xie R, Xu K*. Super‑resolution ultrasound microvascular angiography for spinal cord penumbra imaging[J]. Ultrasound in Medicine & Biology, 2023, 49(9): 2140‑2151.
24. Xu K, Yan S, Song J*. Ultrafast Doppler imaging of brain arteriovenous malformation[J]. World Neurosurgery, 2023, 177: 3‑4.
25. Zhou C, Xu K*, Ta D. Frequency‑domain full‑waveform inversion‑based musculoskeletal ultrasound computed tomography[J]. The Journal of the Acoustical Society of America, 2023, 154(1): 279‑294.
26. Ling F, Chen H, Lang Y, Yang Z, Xu K*, Ta D. Lamb wave tomography for defect localization using wideband dispersion reversal method[J]. Measurement, 2023, 216: 112965.
27. Guo X, Ta D, Xu K*. Frame rate effects and their compensation on super‑resolution microvessel imaging using ultrasound localization microscopy[J]. Ultrasonics, 2023, 132: 107009.
28. Sui Y, Yan S, Yu J, Song J, Ta D, Wang W, Xu K*. Randomized spatial downsampling‑based Cauchy‑RPCA clutter filtering for high‑resolution ultrafast ultrasound microvasculature imaging and functional imaging[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2022, 69(8): 2425‑2436.
29. Yu J, Guo X, Yan S, Le Q, Hingot V, Ta D, Couture O, Xu K*. Randomized channel subsampling method for efficient ultrafast ultrasound imaging[J]. Measurement Science and Technology, 2023, 34(8): 084005.
30. Sui Y, Guo X, Yu J, Solovev A, Ta D, Xu K*. Accelerating super-resolution ultrasound localization microscopy with generative adversarial nets[J]. Acta Physica Sinica, 2022, 71(22): 224301.
31. Xu K, Luo J, Chihara K, Shung K, Alfred C. In memory of Wang Weiqi: An early pioneer of biomedical ultrasonics in China (1939–2022)[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2022.
32. Jiang C, Li B, Xie L, Liu C, Xu K*, Zhan Y, Ta D*. Ray theory-based compounded plane wave ultrasound imaging for aberration corrected transcranial imaging: Comparison between phantom experiments and simulations[J]. Ultrasonics, 2023, 135: 107124.
33. Cheng S, Yu J, Fu Y, Ta D, Xu K*. Numerical simulation method of nonlinear contrast-enhanced ultrasound imaging[J]. Acta Physica Sinica, 2023, 72(15): 154302.
34. Yan S, Shou J, Yu J, Song J*, Mao Y, Xu K*. Ultrafast ultrasound vector Doppler for small vasculature imaging[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2023, 70(7): 613-624.
35. Zhou X, Sun S, Chen Y, Liu C, Li D, Cheng Q, He M, Li Y*, Xu K*, Ta D*. Pulsed frequency modulated ultrasound promotes therapeutic effects of osteoporosis induced by ovarian failure in mice[J]. Ultrasonics, 2023: 106973.
36. Fu Y, Sun Q, Li B, Ta D, Xu K*. Three-dimensional ultrafast ultrasound imaging of blood flow using row-column addressing array: A simulation study[J]. Acta Physica Sinica, 2023, 72(7): 074302.
37. Chen H, Ling F, Zhu W, Sun D, Liu X, Li Y, Li D, Xu K*, Liu Z, Ta D. Waveform inversion for wavenumber extraction and waveguide characterization using ultrasonic Lamb waves[J]. Measurement, 2023, 207: 112360.
38. Chen H, Xu K*, Liu X, Li Y, Liu Z, Ta D*. Influence of optical transmissivity on signal characteristics of photoacoustic guided waves in long cortical bone[J]. Ultrasonics, 2022, 126: 106816.
39. Chen H, Xu K*, Liu Z, Ta D*. Ellipse of uncertainty based algorithm for quantitative evaluation of defect localization using Lamb waves[J]. Ultrasonics, 2022, 125: 106802.
40. Yu J, Guo X, Sui Y, Song J, Ta D, Mei Y, Xu K*. Ultrafast ultrasound localization microscopy method for spinal cord microvasculature imaging[J]. Acta Physica Sinica, 2022, 71(17): 174302.
41. Chen H, Xu K*, Liu Z, Ta D. Sign coherence factor-based search algorithm for defect localization with laser generated Lamb waves[J]. Mechanical Systems and Signal Processing, 2022, 173: 109010.
42. Liu X*#, Li B#, Pang B, Liu C, Shu Y, Xu K, Luo J, Ta D*. Improved ultrasound imaging performance with complex cumulant analysis[J]. IEEE Transactions on Biomedical Engineering, 2022, 69(3): 1281-1289.
43. Gu M, Li Y, Tran T N H T, Song X, Shi Q, Xu K*, Ta D*. Spectrogram decomposition of ultrasonic guided waves for cortical thickness assessment using basis learning[J]. Ultrasonics, 2022: 106665.
44. Zou J#, Ling F#, Shi X, Xu K*, Wu H, Chen P*, Zhang B, Ta D, Peng H*. An electromagnetic fiber acoustic transducer with dual modes of loudspeaker and microphone[J]. Small, 2021: 2102052.
45. Zang J, Xu K*, Han Q, Lu Q, Mei Y, Ta D. Non-contrast-enhanced ultrafast ultrasound Doppler imaging of the spinal cord micro-vessels[J]. Acta Physica Sinica, 2021, 70(11): 114304.
46. Chen Q, Xu K*, Ta D*. High-resolution Lamb waves dispersion curve estimation and elastic property inversion in an isotropic plate[J]. Ultrasonics, 2021, 115: 106427.
47. Li Y, Xu K*, Li Y, Xu F, Ta D*. Deep learning analysis of ultrasonic guided waves for cortical bone characterization[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2021, 68(4): 935-951.
48. Jiang C, Li Y, Xu K*, Ta D*. Phase shift migration method for transcranial ultrasonic imaging[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2021, 68(1): 72-83.
49. Li Y, Jiang C, Li Y, Xu F, Xu K*, Ta D*, Le L H. Multi-layer velocity model based synthetic aperture ultrasound imaging of cortical bone[J]. Acta Physica Sinica, 2019, 68(18): 184302.
50. Liu Z, Xu K*, Li D, Ta D*, Wang W. Automatic mode extraction of ultrasonic guided waves using synchrosqueezed wavelet transform[J]. Ultrasonics, 2019, 99: 105948.
51. Zhu W, Zhang H, Liu F, Xu M, Fan G, Chai X, Xu K*. Lamb wave topological imaging of multiple blind defects in isotropic plates[J]. International Journal of Acoustics and Vibration, 2019, 24(2): 320-326.
52. Xu K*, Marrelec G, Bernard S, Grimal Q. Lorentzian-model-based Bayesian analysis for automated estimation of attenuated resonance spectrum[J]. IEEE Transactions on Signal Processing, 2019, 67(1): 4-16.
53. Bai L, Xu K*, Li D, Ta D*, Le L H, Wang W. Fatigue evaluation of long cortical bone using ultrasonic guided waves[J]. Journal of Biomechanics, 2018, 77: 83-90.
54. Xu K*, Laugier P, Minonzio J G. Dispersive Radon transform[J]. Journal of the Acoustical Society of America, 2018, 143(5): 2729-2743.
55. Liu Z, Song L, Bai L, Xu K*, Ta D*. Vibro-acoustic stimulating ultrasonic guided waves in long bone[J]. Acta Physica Sinica, 2017, 66(15): 154303.
56. Xu K*, Minonzio J G, Ta D, et al. Sparse SVD method for high resolution extraction of the dispersion curves of ultrasonic guided waves[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2016, 63(10): 1514-1524.
57. Xu K*, Ta D, Cassereau D, et al. Multichannel processing for dispersion curves extraction of ultrasonic axial-transmission signals: Comparisons and case studies[J]. Journal of the Acoustical Society of America, 2016, 14(3): 1758-1770.
58. Xu K*, Ta D, Hu B, et al. Wideband dispersion reversal of Lamb waves[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2014, 61(6): 997-1005.
59. Xu K*, Ta D, He R, et al. Axial transmission method for long bone fracture evaluation by ultrasonic guidedwaves: Simulation, phantom and in-vitro experiment[J]. Ultrasound in Medicine and Biology, 2014, 40(4): 817-827.
60. Xu K*, Liu D, Ta D, et al. Quantification of guided mode propagation in fractured long bones[J]. Ultrasonics, 2014, 54(5): 1210-1218.
61. Xu K*, Ta D, Su Z, et al. Transmission analysis of ultrasonic Lamb mode conversion in a plate with partial-thickness notch[J]. Ultrasonics, 2014, 54(1): 395-401.
62. Xu K*, Ta D, Moilanen P, et al. Mode separation of Lamb waves based on dispersion compensation method[J]. Journal of the Acoustical Society of America, 2012, 131(4): 2714-2722.
63. Xu K*, Ta D, Wang W. Multiridge-based analysis for separating individual modes from multimodal guided wave signals in long bones[J]. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2010, 57(11): 2480-2490.
【专利】
1.许凯亮, 郭星奕, 郁钧瑾, 付亚鹏, 闫少渊, 他得安, 王威琪. 基于超声成像的聚焦超声治疗系统 [P]. 专利号: ZL202211014797.1, 申请日: 2022-08-23, 授权日: 2026-04-16.
2.许凯亮, 凌非尧, 陈琦, 徐冬梅, 杨春山, 郑书航, 他得安, 李大为, 王威琪. 基于Radon变换的长骨相控超声信号定征与骨质评价系统 [P]. 专利号: ZL202110366930.9,申请日: 2021-04-06, 授权日: 2022-06-14.
3.许凯亮, 闫少渊, 刘锦润, 郭星奕, Alexander A.Solovev, 梅永丰, 他得安, 黄高山, 王威琪. 微纳马达实时成像与追踪方法、装置及微纳马达控制方法 [P]. 专利号：ZL202110665439.6，申请日：2021-06-16, 授权日: 2022-11-29.
4.许凯亮, 臧佳琦, 闫少渊, 他得安, 王威琪. 超快超声多普勒脊髓微血流成像系统 [P]. 专利号：ZL202010723268.3，申请日：2020-07-24, 授权日: 2023-06-29.
5.许凯亮, 隋怡晖, 闫少渊, 郭星奕, 他得安, 一种基于Cauchy-RPCA的随机空间下采样超声微血流成像方法[P]. 专利号：ZL 202111174291.2, 申请日: 2021-10-09, 授权日：2024-06-28
6.许凯亮, 郁钧瑾, 闫少渊, 他得安, 王威琪, 一种随机空间采样的超快超声血流成像方法及系统[P]. 专利号：ZL 202111213838.5, 申请日: 2021-10-19, 授权日：2024-09-10
7.许凯亮，孙乾东，郭远洋，付亚鹏，闫少渊，林都督，一种基于行列寻址阵列的三维超声矢量多普勒成像方法[P].专利号：ZL 202411796016.8, 申请日: 2024-12-09, 授权日：2025-09-30
8.林都督, 闫少渊, 付亚鹏, 许凯亮. 基于多角度平面波哈达玛编码的多普勒成像方法及系统 [P]. 申请号: CN202310912877.7, 申请日: 2023-07-24.
9.戴吉岩, 侯诗霖, 许凯亮, 孙乾东, 付亚鹏. 一种二维阵列超声波振荡器以及制作方法、超声波探头 [P]. 申请号: CN202410544464.2, 申请日: 2024-04-30.
10.许凯亮, 郁钧瑾, 胡绮文, 马国奡, 张庆成, 苗顺东, 林都督. 基于超快多普勒成像的脉搏波检测方法及系统 [P]. 申请号: CN202410856989.X, 申请日: 2024-06-28.
11.许凯亮, 郭远洋, 蔡扬. 一种用于经颅脑超声成像的相位畸变校正方法 [P]. 申请号: CN202411133702.7, 申请日: 2024-08-19.
12.许凯亮, 牟昭旭, 闫少渊, 付亚鹏, 林都督. 一种基于交错序列的超快超声多普勒抗混叠成像方法 [P]. 申请号: CN202510934819.3, 申请日: 2025-07-08.
13.许凯亮, 周麟瑄, 郁钧瑾, 林都督, 他得安. 一种基于时变空间向量的功能超声成像方法 [P]. 申请号: CN202511271977.1, 申请日: 2025-09-08.
14.许凯亮, 蔡扬, 徐龙, 林都督. 一种基于红细胞径向波动性的高分辨率功能超声成像方法 [P]. 申请号: CN202511286736.4, 申请日: 2025-09-10.
15.许凯亮, 孙乾东, 郭远洋, 何睿, 付亚鹏. 一种基于行列寻址阵列的交叉融合三维波束成形方法 [P]. 申请号: CN202511299245.3, 申请日: 2025-09-12.
16.许凯亮, 郭远洋, 孙乾东, 他得安, 林都督. 超分辨率超声强度补偿与均衡方法 [P]. 申请号: CN202511447321.0, 申请日: 2025-10-11.
17.许凯亮, 周麟瑄, 程双毅, 林都督, 付亚鹏, 他得安. 一种超分辨率医学成像系统的空间分辨率评估方法及系统 [P]. 申请号: CN202610160654.3, 申请日: 2026-02-04.
18.许凯亮, 吴浩田, 何睿, 郁钧瑾, 付亚鹏, 林都督, 他得安. 一种基于匹配滤波的功能超声成像系统及方法 [P]. 申请号: CN202610765554.3, 申请日: 2026-05-29.
19. 许凯亮, 佟永奇, 孙乾东, 付亚鹏. 一种用于全采样面阵的三维高帧率超声成像角度域相干因子快速波束合成方法[P]. 申请号: CN202610680982.6, 申请日: 2026-05-18.