生理系统数学建模、生理信号测量系统研究与开发

   

081104-模式识别与智能系统
081102-检测技术与自动化装置

医疗仪器，医学信号及影像分析
医疗器械
计算机应用技术

2002-09--2019-06   南安普顿大学（英国）   生物医学工程博士
1998-09--2002-06   华东理工大学   计算机科学与技术工学学士

博士研究生

工学博士

2011-2015 广东省引进创新科研团队核心成员
2015-2019 中国科学院青年创新促进会成员
2016-2017 吉林省创新人才（柔性）
2016-2019 深圳市南山区领航人才
2014-2019 深圳市高层次人才-地方级领军人才

2015-12~现在, 中国科学院深圳先进技术研究院, 研究员
2013-10~2014-09,中国科学院深圳先进技术研究院, 副研究员一级
2010-06~现在, 中国科学院深圳先进技术研究院, 副研究员三级
2007-07~现在, 中国科学院深圳先进技术研究院, 所长助理
2006-11~2010-05,中国科学院深圳先进技术研究院, 助理研究员

2019-01-01-2021-12-31,BioMed Research International特邀编委, 特邀编委
2018-01-01-2021-12-31,国际脑血流动力学研究学会（CARNet）执委会成员, 执委会成员
2015-06-25-2019-06-25,中国卒中学会脑血流与代谢分会副主任委员,
2013-03-14-2015-03-14,香港中文大学医学院副教授,

   

（1） 吉林省创新人才（柔性人才）, , 省级, 2017
（2） 中国科学院青年创新促进会成员, 院级, 2015
（3） 深圳市高层次人才-地方领军人才, , 市地级, 2014
（4） 深圳市海外高层次人才-孔雀计划B 类人才, 市地级, 2014
（5） Best Paper Finalist, 二等奖, 其他, 2011

[1] 刘锦涛, 刘畅, 刘嘉, 张攀登. 基于改进的U-Net网络的图像分割方法、装置、设备及介质. CN202310145309.9, 2023-02-07.

[2] 刘锦涛, 刘畅, 刘嘉, 张攀登. 图像分割模型的训练方法、装置、设备及可读存储介质. CN202211311893.2, 2022-10-15.

[3] 高翔, 刘畅, 刘嘉. 位姿估计方法、装置、终端设备及存储介质. CN202210270950.0, 2022-03-08.

[4] 吴栋, 张攀登, 刘嘉. 监测脑血流自动调节功能、训练目标模型的方法及装置. CN202210200408.8, 2022-03-01.

[5] 吴栋, 张攀登, 刘嘉. 监测脑血流自动调节功能、训练模型的方法及装置. CN202210200409.2, 2022-03-01.

[6] 高翔, 刘畅, 刘嘉. 一种基于深度学习的航天器位姿估计算法. CN202111517636.X, 2021-12-13.

[7] 刘嘉, 张攀登, 刘志辉, 徐文哲, 王世元, 杨德青. 血氧血压检测指套、血氧血压监测设备. CN: CN215078355U, 2021-12-10.

[8] 曾雨鸿, 张攀登, 刘嘉, 宋佳宁. 一种冠状动脉分割方法、系统、终端以及存储介质. CN202111394930.6, 2021-11-23.

[9] 张现成, 刘嘉, 张志珺. 脑动脉波强度和波功率的测量方法、终端设备及存储介质. CN: CN113379679A, 2021-09-10.

[10] 刘嘉, 张攀登, 邱全利, 张阿强. 一种中心动脉血压测量方法及设备. CN: CN108937896B, 2021-08-03.

[11] 宋佳宁, 刘畅, 刘嘉, 张攀登. 血管中心线提取方法、装置、设备及存储介质. CN: CN113160189A, 2021-07-23.

[12] 刘畅, 高翔, 刘宇翔, 王玄, 刘嘉, 张攀登. 目标物体的六自由度姿态跟踪方法及终端设备. CN: CN112435294A, 2021-03-02.

[13] 刘嘉, 张攀登. 一种脑血流调节机能评价装置. CN: CN111048203B, 2020-11-27.

[14] 张攀登, 刘嘉, 冯杨春, 徐文哲, 刘畅, 曾雨鸿. 血管顺应性模拟装置. CN: CN211264769U, 2020-08-14.

[15] 刘嘉, 张攀登, 邱全利. 一种桡动脉血压检测设备. CN: CN210520960U, 2020-05-15.

[16] 刘嘉, 张攀登. 一种血流速度计算方法、装置、终端设备及存储介质. CN: CN110664392B, 2020-03-27.

[17] 张攀登, 刘嘉. 连续动态血压仪. CN: CN209915976U, 2020-01-10.

[18] 刘嘉, 张攀登, 徐文哲, 刘畅, 曾雨鸿. 指动脉血压监测器. US: CN110225711A, 2019-09-10.

[19] 尚鹏, 侯增涛, 杨朝岚, 徐大众, 张琴丽, 刘嘉, 徐蓉. 一种可穿戴心率监测仪. CN: CN209122221U, 2019-07-19.

[20] 刘嘉, 张攀登, 邱全利. 一种中心动脉血压测量方法及系统. CN: CN108236459A, 2018-07-03.

[21] 刘嘉, 张攀登, 邱全利. 基于双外周血压重建肱动脉血压的方法. CN: CN108236458A, 2018-07-03.

[22] 刘嘉, 张攀登, 王首平, 杨晓丹, 辛阳, 彭帅军. 基于体外反搏控制的智能化家用保健仪及其控制方法. CN: CN106137699A, 2016-11-23.

[23] 刘嘉, 卢亢, 王首平, 张攀登, 杨晓丹. 抗血栓设备. CN: CN204562824U, 2015-08-19.

[24] 刘嘉, 卢亢, 张攀登, 王首平, 杨晓丹, 马超. 气动连接装置. CN: CN104633345A, 2015-05-20.

[25] 邱全利, 刘嘉, 张攀登. 自动控制空间转动装置. CN: CN103470925A, 2013-12-25.

[26] 邱全利, 刘嘉, 张攀登. 脑血流检测探头支架. CN: CN103431877A, 2013-12-11.

[27] 刘嘉, 张攀登, 蔡优飞, 徐扬生. 无创脑血流自动调节机能个体化实时测量系统. CN: CN103006334A, 2013-04-03.

[28] 刘嘉, 张攀登, 刘小畅, 阎镜予, 吴新宇, 徐扬生. 生理信号质量评估系统及方法. CN: CN102270264A, 2011-12-07.

[29] 刘嘉, 刘小畅, 张攀登, 阎镜予, 吴新宇, 徐扬生. 体外反搏装置及体外反搏信号控制方法. CN: CN102145204A, 2011-08-10.

[30] 阎镜予, 吴新宇, 刘嘉, 张宾, 成竹, 刘小畅, 黄家星, 徐扬生. 体外反搏控制系统和体外反搏控制方法. CN: CN102106778A, 2011-06-29.

[31] 刘嘉, 刘小畅, 张攀登, 阎镜予, 储霞, 吴新宇, 徐扬生. 体外反搏执行装置. CN: CN201609478U, 2010-10-20.

   

[1] 刘畅, 胡维多, 郭午龙, 刘嘉, 陈荣亮. Real-time Crater-based Monocular 3D Pose Tracking for Planetary Landing and Navigation. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS[J]. 2022, [2] 闫争争, 姚志峰, 过伟锋, 尚丹丹, 陈荣亮, 刘嘉, 蔡小川, 葛均波. Impact of Pressure Wire on Fractional Flow Reserve and Hemodynamics of the Coronary Arteries: A Computational and Clinical Study. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING[J]. 2022, 70(5): 1683-1691, [3] 曾雨鸿, 宋佳宁, 刘嘉. 一种融合二维和三维卷积网络的两阶段冠状动脉分割方法. 集成技术[J]. 2022, 11(3): 98-107, http://lib.cqvip.com/Qikan/Article/Detail?id=7107536769.
[4] 刘欣, 濮月华, 闫争争, 刘嘉, 刘丽萍. 应用计算机流体力学技术评估症状性颅内动脉狭窄患者卒中复发风险的研究. 中国卒中杂志[J]. 2022, 17(6): 638-642, http://lib.cqvip.com/Qikan/Article/Detail?id=7107583203.
[5] Liu, Jia, Simpson, David M, Panerai, Ronney B. Point-Counterpoint: Transfer function analysis of dynamic cerebral autoregulation: To band or not to band?. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM. 2022, http://dx.doi.org/10.1177/0271678X221098448.
[6] Gu, Linyan, Zhang, Wei, Liu, Jia, Cai, Xiao-Chuan. Decomposition and composition of deep convolutional neural networks and training acceleration via sub-network transfer learning. ELECTRONIC TRANSACTIONS ON NUMERICAL ANALYSIS[J]. 2022, [7] Li, Wenfei, Li, Huiyun, Huang, Zhejun, Liu, Jia, Dang, Shaobo, Du, Haiping. A new braking torque distribution strategy based on braking actuator characteristics and a command signal for a blended braking system. IET INTELLIGENT TRANSPORT SYSTEMS[J]. 2022, 16(6): 825-841, http://dx.doi.org/10.1049/itr2.12177.
[8] Lin, Zeng, Chen, Rongliang, Gao, Beibei, Qin, Shanlin, Wu, Bokai, Liu, Jia, Cai, XiaoChuan. A highly parallel simulation of patient-specific hepatic flows. INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING[J]. 2021, 37(6): http://dx.doi.org/10.1002/cnm.3451.
[9] Xu，Tiantian, Liu，Jia, Huang，Chenyang, Sun，Tiuanfu, Wu，Xinyu. Discrete-Time Optimal Control of Miniature Helical Swimmers in Horizontal Plane. Ieee Transactions on Automation Science and Engineering[J]. 2021, [10] Yu, Yao, Zhang, FuLiang, Qu, YinMeng, Zhang, Peng, Zhou, HongWei, Luo, Yun, Wang, Yan, Liu, Jia, Qin, HaiQiang, Guo, ZhenNi, Yang, Yi. Intracranial Calcification is Predictive for Hemorrhagic Transformation and Prognosis After Intravenous Thrombolysis in Non-Cardioembolic Stroke Patients. JOURNAL OF ATHEROSCLEROSIS AND THROMBOSIS[J]. 2021, 28(4): 356-364, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8147566/.
[11] Wu, Xianpeng, Wu, Bokai, He, Wenming, Wang, Xinhong, Wang, Kan, Yan, Zhengzheng, Cheng, Zaiheng, Huang, Yuyu, Zhang, Wei, Chen, Rongliang, Liu, Jia, Wang, Jianan, Hu, Xinyang. Expanding the coronary tree reconstruction to smaller arteries improves the accuracy of FFRCT. EUROPEAN RADIOLOGY[J]. 2021, 31(12): 8967-8974, http://dx.doi.org/10.1007/s00330-021-08012-7.
[12] Liu, Jia, Guo, ZhenNi, Simpson, David, Zhang, Pandeng, Liu, Chang, Song, JiaNing, Leng, Xinyi, Yang, Yi. A Data-Driven Approach to Transfer Function Analysis for Superior Discriminative Power: Optimized Assessment of Dynamic Cerebral Autoregulation. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS[J]. 2021, 25(4): 909-921, http://dx.doi.org/10.1109/JBHI.2020.3015907.
[13] Leung, Thomas W, Wang, Li, Zou, Xinying, Soo, Yannie, Pu, Yuehua, Ip, Hing Lung, Chan, Anne, Au, Lisa Wing Chi, Fan, Florence, Ma, Sze Ho, Ip, Bonaventure, Ma, Karen, Lau, Alexander Yuklun, Leung, Howan, Hui, Kwok Fai, Li, Richard, Li, Siu Hung, Fu, Michael, Fong, Wing Chi, Liu, Jia, Mok, Vincent, Wong, Ka Sing Lawrence, Miao, Zhongrong, Ma, Ning, Yu, Simon C H, Leng, Xinyi. Plaque morphology in acute symptomatic intracranial atherosclerotic disease. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY[J]. 2021, 92(4): 370-376, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7958085/.
[14] Qu, Yang, Liu, Jia, Guo, ZhenNi, Zhang, PanDeng, Yan, XiuLi, Zhang, Peng, Qi, Shuang, Yang, Yi. The Impact of Remote Ischaemic Conditioning on Beat-to-Beat Heart Rate Variability Circadian Rhythm in Healthy Adults. HEART LUNG AND CIRCULATION[J]. 2021, 30(4): 531-539, http://dx.doi.org/10.1016/j.hlc.2020.08.017.
[15] Lv, Shan, Wang, Zan, Sun, Xin, Jin, Hang, Liu, Jia, Deng, Fang, Lv, Yudan, Jia, Meiyan, Guo, ZhenNi, Yang, Yi. Compromised Dynamic Cerebral Autoregulation in Patients With Idiopathic Rapid Eye Movement Behavior Disorder: A Case-Control Study Using Transcranial Doppler. FRONTIERS IN PSYCHIATRY[J]. 2020, 11: https://doaj.org/article/ebc5465cbdc748869deaba47c6840b8a.
[16] Ma, Hongyin, Liu, Jia, Lv, Shan, Zhang, Peng, Guo, WeiTong, Qu, Yang, Guo, ZhenNi, Yang, Yi. Dynamic Cerebral Autoregulation in Embolic Stroke of Undetermined Source. FRONTIERSINPHYSIOLOGY[J]. 2020, 11: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7607044/.
[17] 张卫, 古林燕, 刘嘉. 基于区域分解的快速卷积神经网络学习策略研究. 集成技术[J]. 2020, 9(6): 48-58, http://lib.cqvip.com/Qikan/Article/Detail?id=7103996797.
[18] Chen, Zimo, Qin, Haiqiang, Liu, Jia, Wu, Bokai, Cheng, Zaiheng, Jiang, Yong, Liu, Liping, Jing, Lina, Leng, Xinyi, Jing, Jing, Wang, Yilong, Wang, Yongjun. Characteristics of Wall Shear Stress and Pressure of Intracranial Atherosclerosis Analyzed by a Computational Fluid Dynamics Model: A Pilot Study. FRONTIERS IN NEUROLOGY[J]. 2020, 10: https://doaj.org/article/0dc66316ea92402faa3ebf1696d87b18.
[19] Chen, Jie, Liu, Jia, Dong, Kehui, Wang, Yilong, Zhao, Xingquan, Wang, Yongjun, Gong, Xiping. Impaired Dynamic Cerebral Autoregulation in Cerebral Venous Thrombosis. FRONTIERS IN NEUROLOGY[J]. 2020, 11: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7680926/.
[20] Guo, ZhenNi, Qu, Yang, Reziya, Hailili, Liu, Jia, Van, XiuLi, Zhang, Peng, Zhang, PanDeng, Qi, Shuang, Yang, Yi. Which Parameters of Beat-to-Beat Blood Pressure Best Predict Poor In-Hospital Outcome in Spontaneous Intracerebral Hemorrhage?. FRONTIERS IN AGING NEUROSCIENCE[J]. 2020, 12: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7710867/.
[21] Tian, Siyu, Dong, Weinan, Chan, Ka Lung, Leng, Xinyi, Bedford, Laura Elizabeth, Liu, Jia. Screening for chronic conditions with reproductive factors using a machine learning based approach. SCIENTIFIC REPORTS[J]. 2020, 10(1): http://dx.doi.org/10.1038/s41598-020-59825-3.
[22] Jianhang Du, Guangyao Wu, Bokai Wu, Chang Liu, Zhouming Mai, Yumeng Liu, Yawei Wang, Pandeng Zhang, Guifu Wu, Jia Liu. The Hemodynamic Effect of Enhanced External Counterpulsation Treatment on Atherosclerotic Plaque in the Carotid Artery: A Framework of Patient-Specific Computational Fluid Dynamics Analysis. CARDIOLOGY RESEARCH AND PRACTICE[J]. 2020, 2020: https://doaj.org/article/f0160fade63f4e2dbe212945a6db240d.
[23] 陈洁, 刘嘉, 董培, 董可辉, 莫大鹏, 王伊龙, 赵性泉, 龚浠平. 特发性高颅压患者脑血流自动调节研究. 中国卒中杂志[J]. 2020, 15(11): 1218-1222, https://doaj.org/article/b908bc9136c747b4a6b4affbb207b971.
[24] Han, Chen, Zhou, Ying, Ma, JinAn, Liu, Jia, Jiang, YuNa, Zhang, HaiXia. A promising treatment option for refractory male primary choriocarcinoma: report of two cases. TRANSLATIONAL CANCER RESEARCH[J]. 2020, 9(4): 3054-3060, https://www.webofscience.com/wos/woscc/full-record/WOS:000530914200095.
[25] Zhang, Pandeng, Liu, Chang, Chen, Haibo, Liu, Jia. Reconstruction of Continuous Brachial Arterial Pressure From Continuous Finger Arterial Pressure Using a Two-Level Optimization Strategy. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING[J]. 2020, 67(11): 3173-3184, http://dx.doi.org/10.1109/TBME.2020.2979249.
[26] Zhang, Pandeng, Chen, Ye, Chen, Haibo, Liu, Jia. A Generalized Transfer Function Method for Reconstruction of Continuous Brachial Artery Pressure Based on Digital Measurement. JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS[J]. 2019, 9(8): 1583-1589, https://www.webofscience.com/wos/woscc/full-record/WOS:000482667300006.
[27] 郭珍妮, 孙欣, 刘嘉, 孙惠杰, 赵英凯, 马虹印, 徐保峰, 王钟秀, 李超, 颜秀丽, 周宏伟, 张鹏, 靳航, 杨弋, 王焱. 初级侧支循环对脑血流自动调节功能的影响. 中国卒中杂志[J]. 2019, 14(3): 240-246, https://doaj.org/article/b08565e220ee4d29b91cab167e6bdbe6.
[28] 吕珊, 郭珍妮, 靳航, 孙欣, 贾美岩, 马虹印, 吕玉丹, 邱全利, 刘嘉, 杨弋. 癫痫患者动态脑血流自动调节功能研究. 中国卒中杂志[J]. 2019, 14(3): 231-239, https://doaj.org/article/75764bbfd0c0450b9fa26b617d16fe6d.
[29] Chan, Ka Lung, Leng, Xinyi, Zhang, Wei, Dong, Weinan, Qiu, Quanli, Yang, Jie, Soo, Yannie, Wong, Ka Sing, Leung, Thomas W, Liu, Jia. Early Identification of High-Risk TIA or Minor Stroke Using Artificial Neural Network. FRONTIERS IN NEUROLOGY[J]. 2019, 10: [30] 訾然, 刘嘉. 基于精益信任的风险信任体系构建研究. 信息网络安全[J]. 2019, 32-41, http://lib.cqvip.com/Qikan/Article/Detail?id=7100652034.
[31] Zi, Ran, Liu, Jia, Gu, Liang, Ge, Xiaohu. Enabling Security and High Energy Efficiency in the Internet of Things With Massive MIMO Hybrid Precoding. IEEE INTERNET OF THINGS JOURNAL[J]. 2019, 6(5): 8615-8625, http://dx.doi.org/10.1109/JIOT.2019.2921630.
[32] Feng, Xueyan, Chan, Ka Lung, Lan, Linfang, Abrigo, Jill, Liu, Jia, Fang, Hui, Xu, Yuming, Soo, Yannie, Leng, Xinyi, Leung, Thomas W. Stroke Mechanisms in Symptomatic Intracranial Atherosclerotic Disease: Classification and Clinical Implications. STROKE[J]. 2019, 50(10): 2692-2699, [33] Guo, ZhenNi, Guo, WeiTong, Liu, Jia, Chang, Junlei, Ma, Hongyin, Zhang, Peng, Zhang, FuLiang, Han, Ke, Hu, HanHwa, Jin, Hang, Sun, Xin, Simpson, David Martin, Yang, Yi. Changes in cerebral autoregulation and blood biomarkers after remote ischemic preconditioning. NEUROLOGY[J]. 2019, 93(1): E8-E19, https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7988034/.
[34] 杨恩众, 杨博文, 古亮, 刘嘉. 基于SDN的密集小蜂窝网络中可伸缩视频传输优化. 集成技术[J]. 2019, 8(4): 14-23, http://lib.cqvip.com/Qikan/Article/Detail?id=7002615890.
[35] Qu, Yang, Jin, Hang, Guo, ZhenNi, Zhang, FuLiang, Liu, Jia, Qin, HaiQiang, Yang, Yi. Bilateral Chorea Associated with Acute Caudate Nucleus Infarctions. CANADIAN JOURNAL OF NEUROLOGICAL SCIENCES[J]. 2019, 46(4): 451-452, https://www.webofscience.com/wos/woscc/full-record/WOS:000475672600011.
[36] Guo, ZhenNi, Jin, Hang, Sun, Huijie, Zhao, Yingkai, Liu, Jia, Ma, Hongyin, Sun, Xin, Yang, Yi. Antioxidant Melatonin: Potential Functions in Improving Cerebral Autoregulation After Subarachnoid Hemorrhage. FRONTIERS IN PHYSIOLOGY[J]. 2018, 9: http://ir.siat.ac.cn:8080/handle/172644/13997.
[37] Guo, ZhenNi, Sun, Xin, Liu, Jia, Sun, Huijie, Zhao, Yingkai, Ma, Hongyin, Xu, Baofeng, Wang, Zhongxiu, Li, Chao, Yan, Xiuli, Zhou, Hongwei, Zhang, Peng, Jin, Hang, Yang, Yi. The Impact of Variational Primary Collaterals on Cerebral Autoregulation. FRONTIERS IN PHYSIOLOGY[J]. 2018, 9: http://ir.siat.ac.cn:8080/handle/172644/13995.
[38] Leng, X, Lan, L, Ip, H L, Fan, F, Ma, S H, Ma, K, Liu, H, Yan, Z, Liu, J, Abrigo, J, Soo, Y O Y, Liebeskind, D S, Wong, K S, Leung, T W. Translesional pressure gradient and leptomeningeal collateral status in symptomatic middle cerebral artery stenosis. EUROPEAN JOURNAL OF NEUROLOGY[J]. 2018, 25(2): 404-410, http://ir.siat.ac.cn:8080/handle/172644/14818.
[39] Liu Jia. Cerebrovascular regulation in neurological disordersCerebrovascular regulation in neurological disorders. BioMed Research International. 2018, [40] 吴伯凯, 许文馨, 闫争争, 孙哲, 陈荣亮, 刘嘉. 人体脑血流问题的并行数值模拟. 江西师范大学学报：自然科学版[J]. 2018, 42(2): 198-202, http://lib.cqvip.com/Qikan/Article/Detail?id=7000485279.
[41] Lv, Shan, Guo, ZhenNi, Jin, Hang, Sun, Xin, Jia, Meiyan, Ma, Hongyin, Lv, Yudan, Qiu, Quanli, Liu, Jia, Yang, Yi. Compromised Dynamic Cerebral Autoregulation in Patients with Epilepsy. BIOMED RESEARCH INTERNATIONAL[J]. 2018, 2018: http://ir.siat.ac.cn:8080/handle/172644/13991.
[42] Ma, Hongyin, Guo, ZhenNi, Jin, Hang, Yan, Xiuli, Liu, Jia, Lv, Shan, Zhang, Peng, Sun, Xin, Yang, Yi. Preliminary Study of Dynamic Cerebral Autoregulation in Acute Ischemic Stroke: Association With Clinical Factors. FRONTIERS IN NEUROLOGY[J]. 2018, 9: http://ir.siat.ac.cn:8080/handle/172644/14003.
[43] Guo, Weitong, Ma, Hongyin, Liu, Jia, Guo, ZhenNi, Yang, Yi. Dynamic Cerebral Autoregulation Remains Stable During the Daytime (8 a.m. to 8 p.m.) in Healthy Adults. FRONTIERS IN PHYSIOLOGY[J]. 2018, 9: http://ir.siat.ac.cn:8080/handle/172644/14002.
[44] Yang, Yi, Simpson, David, Hu, Bingren, Liu, Jia, Xiong, Li. Cerebrovascular Regulation in Neurological Disorders. BIOMED RESEARCH INTERNATIONAL[J]. 2018, 2018: http://ir.siat.ac.cn:8080/handle/172644/13999.
[45] Xiong Li, Tian Ge, Lin Wenhua, Wang Wei, Wang Lijuan, Leung Thomas, Mok Vincent, Liu Jia, Chen Xiangyan, Wong Ka Sing. Is Dynamic Cerebral Autoregulation Bilaterally Impaired after Unilateral Acute Ischemic Stroke?. JOURNAL OF STROKE AND CEREBROVASCULAR DISEASES[J]. 2017, 26(5): 1081-1087, http://dx.doi.org/10.1016/j.jstrokecerebrovasdis.2016.12.024.
[46] Liu, Xin, Pu, Yuehua, Yan, Zhengzheng, Liu, Jia, Liu, Liping. Evaluating the Risk of Stroke Recurrence in Patients with Intracranial Stenosis, Based on Computational Fluid Dynamic (CFD) Method. CEREBROVASCULAR DISEASES[J]. 2017, 44: 29-29, http://www.chinair.org.cn/handle/1471x/1747912.
[47] Liu Jia, Yan Zhengzheng, Pu Yuehua, Shiu WenShin, Wu Jianhuang, Chen Rongliang, Leng Xinyi, Qin Haiqiang, Liu Xin, Jia Baixue, Song Ligang, Wang Yilong, Miao Zhongrong, Wang Yongjun, Liu Liping, Cai XiaoChuan. Functional assessment of cerebral artery stenosis: A pilot study based on computational fluid dynamics. JOURNAL OF CEREBRAL BLOOD FLOW & METABOLISM[J]. 2017, 37(7): 2567-2576, https://www.webofscience.com/wos/woscc/full-record/WOS:000403907700021.
[48] Xiong, Li, Liu, Xiuyun, Shang, Ty, Smielewski, Peter, Donnelly, Joseph, Guo, Zhenni, Yang, Yi, Leung, Thomas, Czosnyka, Marek, Zhang, Rong, Liu, Jia, Wong, Ka Sing. Impaired cerebral autoregulation: measurement and application to stroke. JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY[J]. 2017, 88(6): 520-531, http://www.chinair.org.cn/handle/1471x/1747906.
[49] Ma, Hongyin, Guo, ZhenNi, Sun, Xin, Liu, Jia, Lv, Shan, Zhao, Lu, Guo, Weitong, Jin, Hang, Yang, Yi. Hematoma volume is a predictive factor of disturbed autoregulation after spontaneous intracerebral hemorrhage. JOURNAL OF THE NEUROLOGICAL SCIENCES[J]. 2017, 382: 96-100, http://dx.doi.org/10.1016/j.jns.2017.09.035.
[50] Wen-Shin Shiu, Yan Zhengzheng, Jia Liu, Chen Rongliang, Feng-Nan Hwang, Xiao-Chuan Cai. Simulation of blood flows in patient-specific cerebral arteries with a domain decomposition method. Lecture Notes in Computational Science and Engineering[J]. 2017, [51] Liu Jia, Yan Zhengzheng, Pu Yuehua, Shiu WenShin, Wu Jianhuang, Chen Rongliang, Leng Xinyi, Qin Haiqiang, Liu Xin, Jia Baixue, Song Ligang, Wang Yilong, Miao Zhongrong, Wang Yongjun, Liu Liping, Cai XiaoChuan. Functional assessment of cerebral artery stenosis: A pilot study based on computational fluid dynamics.. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM : OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF CEREBRAL BLOOD FLOW AND METABOLISM. 2017, 37(7): http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=2&recid=&FileName=SJPD000A43F819B18A347DE6CE7CB7DACABE&DbName=SJPD_01&DbCode=SJPD&yx=&pr=&URLID=&bsm=.
[52] Xiong, Li, Tian, Ge, Lin, Wenhua, Wang, Wei, Wang, Lijuan, Leung, Thomas, Mok, Vincent, Liu, Jia, Chen, Xiangyan, Wong, Ka Sing. Is Dynamic Cerebral Autoregulation Bilaterally Impaired after Unilateral Acute Ischemic Stroke?. JOURNAL OF STROKE & CEREBROVASCULAR DISEASES[J]. 2017, 26(5): 1081-1087, http://dx.doi.org/10.1016/j.jstrokecerebrovasdis.2016.12.024.
[53] Liu, Jia, Yan, Zhengzheng, Pu, Yuehua, Shiu, WenShin, Wu, Jianhuang, Chen, Rongliang, Leng, Xinyi, Qin, Haiqiang, Liu, Xin, Jia, Baixue, Song, Ligang, Wang, Yilong, Miao, Zhongrong, Wang, Yongjun, Liu, Liping, Cai, XiaoChuan. Functional assessment of cerebral artery stenosis: A pilot study based on computational fluid dynamics. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM[J]. 2017, 37(7): 2567-2576, https://www.webofscience.com/wos/woscc/full-record/WOS:000403907700021.
[54] Liu Jia. Patient-Specific Functional Assessment of Cerebral Artery Stenosis: A Computational Fluid Dynamics Based Study. 16th International Symposium on Intracranial Pressure and Neuromonit oring. 2016, [55] Liu Jia. Control Strategies for Intelligen Adjustment of Pressure in Intermittent Pneumatic Compression Systems. IEEE CIBCB 2016. 2016, [56] Guo, ZhenNi, Shao, Anwen, Tong, LuSha, Sun, Weiyi, Liu, Jia, Yang, Yi. The Role of Nitric Oxide and Sympathetic Control in Cerebral Autoregulation in the Setting of Subarachnoid Hemorrhage and Traumatic Brain Injury. MOLECULAR NEUROBIOLOGY[J]. 2016, 53(6): 3606-3615, https://www.webofscience.com/wos/woscc/full-record/WOS:000379707600009.
[57] 郭珍妮, 邢英琦, 刘嘉, 王爽, 闫硕, 靳航, 杨弋, 吕珊, 郭雨竹. 右向左分流患者的脑血流自动调节受损：偏头痛和隐源性卒中的潜在机制. 中国卒中杂志[J]. 2016, 288-294, http://lib.cqvip.com/Qikan/Article/Detail?id=669042408.
[58] Ma, Hongyin, Guo, ZhenNi, Liu, Jia, Xing, Yingqi, Zhao, Ren, Yang, Yi. Temporal Course of Dynamic Cerebral Autoregulation in Patients With Intracerebral Hemorrhage. STROKE[J]. 2016, 47(3): 674-681, https://www.webofscience.com/wos/woscc/full-record/WOS:000371496200006.
[59] Liu, Xiaochang, Wang, Gaofeng, Liu, Jia. An adaptive real-time beat detection method for continuous pressure signals. JOURNAL OF CLINICAL MONITORING AND COMPUTING[J]. 2016, 30(5): 715-725, https://www.webofscience.com/wos/woscc/full-record/WOS:000383602300026.
[60] 郭珍妮, 刘嘉, 邢英琦, 闫硕, 吕存玲, 靳航, 杨弋. 不同亚型急性缺血性卒中动态脑血流自动调节的研究. 中国卒中杂志[J]. 2015, 10(8): 706-710, http://lib.cqvip.com/Qikan/Article/Detail?id=665820437.
[61] Guo, ZhenNi, Xing, Yingqi, Wang, Shuang, Ma, Hongyin, Liu, Jia, Yang, Yi. Characteristics of dynamic cerebral autoregulation in cerebral small vessel disease: Diffuse and sustained. SCIENTIFICREPORTS[J]. 2015, 5: https://www.webofscience.com/wos/woscc/full-record/WOS:000362808800001.
[62] Wang, Shuang, Guo, ZhenNi, Xing, Yingqi, Ma, Hongyin, Jin, Hang, Liu, Jia, Yang, Yi. Dynamic Cerebral Autoregulation in Asymptomatic Patients With Unilateral Middle Cerebral Artery Stenosis. MEDICINE[J]. 2015, 94(52): https://www.webofscience.com/wos/woscc/full-record/WOS:000369856700012.
[63] Chen, Jie, Liu, Jia, Xu, WeiHai, Xu, Ren, Hou, Bo, Cui, LiYing, Gao, Shan. Impaired Dynamic Cerebral Autoregulation and Cerebrovascular Reactivity in Middle Cerebral Artery Stenosis. PLOS ONE[J]. 2014, 9(2): https://doaj.org/article/82d66867fd954d289bc626cb031f32e3.
[64] Guo, ZhenNi, Liu, Jia, Xing, Yingqi, Yan, Shuo, Lv, Cunling, Jin, Hang, Yang, Yi. Dynamic Cerebral Autoregulation Is Heterogeneous in Different Subtypes of Acute Ischemic Stroke. PLOS ONE[J]. 2014, 9(3): https://doaj.org/article/b017904c7a4e4e8f8c186b2a8c8ae29e.
[65] Liu Jia. Optimizing the Assessment of Cerebral Autoregulation from Black Box Models. Medical Engineering and Physics. 2014, [66] WeiHai Xu, Jia Liu, MingLi Li, ZhaoYong Sun, Jie Chen, JianHuang Wu. 3D printing of intracranial artery stenosis based on the source images of magnetic resonance angiograph. ANNALS OF TRANSLATIONAL MEDICINE[J]. 2014, 2(8): [67] Liu, Jia, Simpson, David M, Kouchakpour, Hesam, Panerai, Ronney B, Chen, Jie, Gao, Shan, Zhang, Pandeng, Wu, Xinyu. Rapid pressure-to-flow dynamics of cerebral autoregulation induced by instantaneous changes of arterial CO2. MEDICAL ENGINEERING & PHYSICS[J]. 2014, 36(12): 1636-1643, http://dx.doi.org/10.1016/j.medengphy.2014.09.005.
[68] Guo, ZhenNi, Liu, Jia, Xing, Yingqi, Yang, Yi. Dynamic cerebral autoregulation is heterogeneous in different subtypes of acute ischemic stroke. FASEB JOURNALnull. 2014, 28(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000346651000474.
[69] Guo, ZhenNi, Xing, Yingqi, Liu, Jia, Wang, Shuang, Yan, Shuo, Jin, Hang, Yang, Yi. Compromised Dynamic Cerebral Autoregulation in Patients with a Right-to-Left Shunt: A Potential Mechanism of Migraine and Cryptogenic Stroke. PLOS ONE[J]. 2014, 9(8): https://www.webofscience.com/wos/woscc/full-record/WOS:000341017000064.
[70] Jia Liu, David M. Simpson, Hesam Kouchakpour, Ronney B. Panerai, Jie Chen, Shan Gao, Pandeng Zhang, Xinyu Wu. Rapid pressure-to-flow dynamics of cerebral autoregulation induced by instantaneous changes of arterial CO2. MEDICAL ENGINEERING AND PHYSICS. 2014, 36(12): 1636-1643, http://dx.doi.org/10.1016/j.medengphy.2014.09.005.
[71] Gong, Xiping, Liu, Jia, Dong, Pei, Zhang, Pandeng, Li, Na, Zhao, Xingquan, Wang, Yongjun. Assessment of Dynamic Cerebral Autoregulation in Patients with Basilar Artery Stenosis. PLOS ONE[J]. 2013, 8(10): https://doaj.org/article/de8ba831c1014cc0b5830dc4fdfb73fd.
[72] Chen, Jie, Liu, Jia, Duan, Lian, Xu, Ren, Han, YiQin, Xu, WeiHai, Cui, LiYing, Gao, Shan. Impaired Dynamic Cerebral Autoregulation in Moyamoya Disease. CNS NEUROSCIENCE & THERAPEUTICSnull. 2013, 19(8): 638-640, https://www.webofscience.com/wos/woscc/full-record/WOS:000328288400014.
[73] Liu Jia. Optimal Time-Frequency Distribution of Artery Blood Pressure for Assessing Cerebral Autoregulatio. IEEE-EMBS International Conference on Biomedical and Health Informatics Hong Kong, Shenzhen. 2012, [74] Liu Jia. A novel method for instantaneous phase analysis-Piecewise Maximum cross-correlation function. IEEE International Conference on Information and Automation; Shenzhen, China: IEEE. 2011, [75] Liu Jia. A Wideband Model of On-Chip CMOS Interconnects Using Modified Space-Mapping Technique. Int Journal of RF and Microwave CA. 2011, [76] 张攀登, 刘嘉, 吴新宇, 刘小畅, 谷小安, 高庆春. 一种新的特征提取方法在无创动脉血压信号异常识别中的应用. 中国医学物理学杂志[J]. 2010, 27(5): 2128-2132, http://lib.cqvip.com/Qikan/Article/Detail?id=35352375.
[77] Yan, Jingyu, Lu, Yan, Liu, Jia, Wu, Xinyu, Xu, Yangsheng. Self-adaptive model-based ECG denoising using features extracted by mean shift algorithm. BIOMEDICAL SIGNAL PROCESSING AND CONTROL[J]. 2010, 5(2): 103-113, http://dx.doi.org/10.1016/j.bspc.2010.01.003.
[78] Liu, Jia, Simpson, M David, Yan, Jingyu, Allen, Robert. Tracking time-varying cerebral autoregulation in response to changes in respiratory PaCO2. PHYSIOLOGICAL MEASUREMENT[J]. 2010, 31(10): 1291-1307, https://www.webofscience.com/wos/woscc/full-record/WOS:000281726900005.
[79] Liu Jia. A Novel Feature Extraction Method for Signal Quality Assessment of Arterial Blood Pressure for Monitoring Cerebral Autoregulation.Bioinformatics and Biomedical Engineering (iCBBE). 2010 4th International Conference. 2010, [80] JINGYU YAN, YAN LU, YANGSHENG XU, JIA LIU, XINYU WU. INTELLIGENT DIAGNOSIS OF CARDIOVASCULAR DISEASES UTILIZING ECG SIGNALS. INTERNATIONAL JOURNAL OF INFORMATION ACQUISITION. 2010, 7(2): [81] Liu Jia. Improving an SVM-based liver segmentation strategy by the F-score feature selection method.. World Congress 2009-Meidcal physics and biomedical engineering 2009. 2009, [82] 陈志军, 胡庆茂, 刘嘉, 杜晓华. GDCM开源库用于临床DICOM数据的问题及其解决方法. 北京生物医学工程[J]. 2009, 28(6): 610-613, http://lib.cqvip.com/Qikan/Article/Detail?id=32490355.
[83] Yan Jingyu, Lu Yan, Liu Jia, Wu Xinyu, Xu Yangsheng, IEEE. Model-based Feature Extraction of Electrocardiogram Using Mean Shift. 2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20null. 2009, 1339-+, [84] Xu Yang, Liu Jia, Hu Qingmao, Chen Zhijun, Du Xiaohua, Heng Pheng Ann, Li S, Pan W, Yong J. F-score Feature Selection Method May Improve Texture-based Liver Segmentation Strategies. 2008 IEEE INTERNATIONAL SYMPOSIUM ON IT IN MEDICINE AND EDUCATION, VOLS 1 AND 2, PROCEEDINGSnull. 2008, 697-702, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000262930600144.
[85] Liu Jia. Adaptive Liver Segmentation from Multi-slice CT Scans.. The 7th Asian-Pacific Conference on Medical and Biological Engineering 2008. 2008, [86] Liu Jia. Tracing the dynamics of cerebral autoregulation in response to step-wise changes in PaCO2. The 8th International Conference on Xenon CT and Related Cerebral Blood Flow Techniques 2006. 2006, [87] Liu, J, Simpson, DM, Allen, R. High spontaneous fluctuation in arterial blood pressure improves the assessment of cerebral autoregulation. PHYSIOLOGICAL MEASUREMENT[J]. 2005, 26(5): 725-741, https://www.webofscience.com/wos/woscc/full-record/WOS:000232666400013.
[88] Liu Jia. High spontaneous variability in blood pressure helps in assessing blood flow control. Proceedings of the international federation for medical and biological engineering 2004. 2004, [89] Liu Jia. Assessment of cerebral autoregulation using a linear filter model: analysis of dispersion. Proceedings of the Medicon Conference on Medical and Biological Engineering 2004. 2004, [90] Liu Jia. A suggestion for selecting parameters in the assessment of cerebral autoregulation. Proceedings of the 3rd IEEE EMBSS UKRI Postgraduate Conference 2004. 2004, [91] Tracking the Dynamics of the Cerebral Autoregulation Response to Sudden Changes of PaCO2. http://ir.siat.ac.cn:8080/handle/172644/2498.
[92] The Method of Linear Inflation Control in Ambulatory Blood Pressure Measurement at Finger. http://ir.siat.ac.cn:8080/handle/172644/10308.
[93] A novel method using PFA in parameters turning of PID controller of high-order system. http://ir.siat.ac.cn:8080/handle/172644/3407.
[94] An Alternative to Enhanced External Counterpulsation: A Pilot Study of ECG-driven Sequential Muscle Stimulation. http://ir.siat.ac.cn:8080/handle/172644/3408.

   

（ 1 ） 脑血流控制监测软件的开发, 主持, 国家级, 2008-10--2010-10
（ 2 ） 时变动态脑血流自动调节机能测量方法的研究, 主持, 国家级, 2011-01--2013-12
（ 3 ） 具有检测脑血流储备功能的新型经颅多普勒诊断仪, 主持, 国家级, 2009-01--2010-12
（ 4 ） 基于体外反搏原理的小型化心血管疾病治疗设备, 主持, 省级, 2011-02--2013-12
（ 5 ） 全自动经颅多普勒监护机器人, 主持, 省级, 2011-01--2015-12
（ 6 ） 脑血流控制监测软件的开发, 主持, 省级, 2009-10--2010-10
（ 7 ） 用于社区医院的气电混合驱动体外反搏装置, 主持, 部委级, 2011-01--2013-12
（ 8 ） 基于双外周连续血压信号的自适应中心动脉压重建算法及系统关键技术的研究, 主持, 省级, 2015-09--2017-09
（ 9 ） 3D打印颅脑血管模型的剪切力分析及其与粥样硬化的相关性, 主持, 国家级, 2015-01--2018-12
（ 10 ） 动态智能血压仪, 主持, 院级, 2015-03--2016-08
（ 11 ） 抗血栓压力系统之优化, 主持, 院级, 2015-10--2016-06
（ 12 ） 症状性颅内大动脉粥样硬化性 卒中发病及复发机制：基于先 进神经影像和计算机流体动力 学技术的跨学科研究, 主持, 国家级, 2017-01--2020-12
（ 13 ） 数字化脑血流储备功能诊断评估技术及其应用研究, 主持, 国家级, 2017-01--2020-12
（ 14 ） 基于光电容积补偿的可穿戴式连续动脉血压测量方法研究, 主持, 省级, 2017-02--2020-03
（ 15 ） 颅内动脉的器质性重塑和功能性重塑, 主持, 国家级, 2017-01--2020-12
（ 16 ） 健康大数据智能分析技术国家地方联合工程研究中心（深圳）, 参与, 国家级, 2018-06--2020-06
（ 17 ） 基于大数据的慢性病风险防控服务体系建设项目, 参与, 部委级, 2019-01--2020-12
（ 18 ） 基于多模态大数据融合的心血管斑块破裂风险监测方法研究, 参与, 省级, 2017-06--2019-06
（ 19 ） 基于医学影像和血流动力学的心脑血管疾病辅助诊断系统, 参与, 省级, 2019-01--2022-12
（ 20 ） 深圳市E级工程与科学计算重点实验室, 参与, 省级, 2017-06--2020-06
（ 21 ） 工业气体生产故障智能预测技术研发, 主持, 院级, 2021-01--2023-12
（ 22 ） 逐搏指端无创连续血压测量系统, 主持, 院级, 2020-01--2025-12
（ 23 ） 探索数据驱动的脑血流自动调节机能评价理论与方法, 主持, 国家级, 2019-01--2021-12

（1）Towards assessments of cerebrovascular reserve for clinical application   2019-09-12
（2）Towards assessments of cerebrovascular reserve for clinical application   2019-07-04
（3）Household intelligent external counterpulsation system   Liu, J.   2009-11-01
（4）Tracking the dynamics of the cerebral autoregulation response to sudden changes of PaCO2   Liu, J.   2009-09-07
（5）Tracking the dynamics of the cerebral autoregulation response to sudden changes of PaCO2   Liu J   2009-09-07
（6）Forecast acute hypotension using statistical features and SVM classifier   Yan, J. Y.,   2009-09-01
（7）Assessment of cerebral autoregulation using a linear filter model: analysis of dispersion   Liu J   2008-08-23
（8）Adaptive Liver Segmentation from Multi-slice CT Scans   Liu J   2008-08-22
（9）Tracing the dynamics of cerebral autoregulation in response to step-wise changes in PaCO2   Liu J   2006-07-01
（10）A suggestion for selecting parameters in the assessment of cerebral autoregulation.   Liu J   2004-08-09

与吉林大学第一医院保持长期合作关系，2017年依托吉林大学获“吉林省创新人才（柔性）”。

吉林大学第一医院

已指导学生

蔡优飞  硕士研究生  081203-计算机应用技术  

张攀登  博士研究生  081104-模式识别与智能系统  

张卫  硕士研究生  085211-计算机技术  

宋佳宁  硕士研究生  085211-计算机技术  

吴梦露  硕士研究生  085211-计算机技术  

刘宇翔  硕士研究生  085211-计算机技术  

现指导学生

曾雨鸿  硕士研究生  085211-计算机技术  

吴栋  硕士研究生  085211-计算机技术  

高翔  硕士研究生  085211-计算机技术  

刘锦涛  硕士研究生  085400-电子信息  

赵运业  硕士研究生  085211-计算机技术