基本信息
吴丹 女 硕导 中国科学院深圳先进技术研究院
email: dan.wu@siat.ac.cn
address: 广东省深圳市南山区西丽大学城学苑大道1068号
postalCode: 518055
email: dan.wu@siat.ac.cn
address: 广东省深圳市南山区西丽大学城学苑大道1068号
postalCode: 518055
招生信息
招生专业
081203-计算机应用技术
招生方向
医学人工智能;健康大数据分析
教育背景
2014-09--2018-01 中国科学院大学 博士2007-09--2010-06 中南大学 硕士2003-09--2007-06 中南大学 本科
工作经历
工作简历
2022-01~现在, 中国科学院深圳先进技术研究院, 高级工程师2021-04~2021-12,中国科学院深圳先进技术研究院, 助理研究员2018-03~2021-03,中国科学院深圳先进技术研究院, 博士后2014-09~2018-01,中国科学院大学, 博士2013-01~2014-08,中国科学院深圳先进技术研究院, 工程师2010-07~2012-12,中国科学院深圳先进技术研究院, 研究助理2007-09~2010-06,中南大学, 硕士2003-09~2007-06,中南大学, 本科
社会兼职
2023-06-08-2023-11-30,Frontiers in Physiology特刊编辑, Guest Associate Editor
2023-03-09-2023-09-29,Frontiers in Aging Neuroscience特刊编辑, Guest Associate Editor
2023-02-05-2023-08-31,Bioengineering特刊编辑, Guest Associate Editor
2021-03-11-今,Frontiers in Electronics期刊Review editor, Review editor
2023-03-09-2023-09-29,Frontiers in Aging Neuroscience特刊编辑, Guest Associate Editor
2023-02-05-2023-08-31,Bioengineering特刊编辑, Guest Associate Editor
2021-03-11-今,Frontiers in Electronics期刊Review editor, Review editor
专利与奖励
奖励信息
(1) 首届“兴智杯”全国人工智能创新应用大赛, 二等奖, 其他, 2023(2) 中国社区卫生协会科技进步二等奖, 二等奖, 其他, 2022(3) 深圳市科技进步奖 科学进步一等奖 (公益类), 一等奖, 市地级, 2018(4) ICBHI 国际会议 最佳论文二等奖, 二等奖, 其他, 2015(5) IBEC国际会议 最佳口头报告奖, 一等奖, 其他, 2014
专利成果
( 1 ) 一种心理压力评估与反馈系统, 2021, 第 2 作者, 专利号: CN106923846B( 2 ) 血压估计方法及装置, 2020, 第 1 作者, 专利号: CN110141201B( 3 ) 血氧饱和度的测量, 2019, 第 3 作者, 专利号: CN104605863B( 4 ) 一种中心动脉压推算方法及装置, 2019, 第 2 作者, 专利号: CN109620187A( 5 ) 一种模型训练方法及装置、测量血压的方法及装置, 2018, 第 1 作者, 专利号: CN108403101A( 6 ) 一种运动轨迹确定方法及装置, 2018, 第 3 作者, 专利号: CN108230284A( 7 ) 一种比较器及模数转化器, 2017, 第 3 作者, 专利号: CN206524828U( 8 ) 一种比较器及模数转化器, 2017, 第 3 作者, 专利号: CN106612119A( 9 ) 一种心理压力评估方法及装置, 2017, 第 2 作者, 专利号: CN106934199A( 10 ) 一种可穿戴生理信号采集系统, 2016, 第 2 作者, 专利号: CN205458654U( 11 ) 血管内超声图像内外膜分割方法及装置, 2015, 第 2 作者, 专利号: CN104504689A( 12 ) 阻塞型睡眠呼吸暂停综合征检测方法及系统, 2014, 第 2 作者, 专利号: CN103690168A( 13 ) 呼吸信息检测方法及系统, 2014, 第 2 作者, 专利号: CN103690169A( 14 ) 基于约束估计的生理信号质量评估方法和系统, 2013, 第 2 作者, 专利号: CN103020472A( 15 ) 中心血压波形重建模型及重建方法, 2012, 第 3 作者, 专利号: CN102499658A( 16 ) 一种基于躯感网的可连续测量多生理参数的穿戴式系统, 2011, 第 4 作者, 专利号: CN102283642A
出版信息
发表论文
(1) Semi-supervised Multi-view Clustering based on Nonnegative Matrix Factorization with Fusion Regularization, ACM Transactions on Knowledge Discovery from Data, 2024, 第 3 作者(2) "LDSG-Net: An Efficient Lightweight Convolutional Neural Network for Acute Hypotensive Episode Prediction During ICU Hospitalization, Physiological Measurement, 2024, (3) TCSA: A Text-guided Cross-view Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning, 19th International Symposium on Bioinformatics Research and Applications, 2023, (4) Incomplete Multiview Clustering Using Normalizing Alignment Strategy With Graph Regularization, IEEE Transactions on Knowledge and Data Engineering, 2023, 第 3 作者(5) Wearable sensing,big data technology for cardiovascular healthcare:current status and future prospective, Wearable sensing, big data technology for cardiovascular healthcare: current status and future prospective, CHINESE MEDICAL JOURNAL, 2023, 第 2 作者(6) Effects of Pulse Transit Time and Pulse Arrival Time on Cuff-less Blood Pressure Estimation: A Comparison Study with Multiple Experimental Interventions, 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2023, (7) Early Diagnosis of Intracranial Internal Carotid Artery Stenosis Using Extracranial Hemodynamic Indices from Carotid Doppler Ultrasound, BIOENGINEERING, 2022, 第 2 作者 通讯作者(8) An accurate and explainable ensemble learning method for carotid plaque prediction in an asymptomatic population, COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 第 1 作者(9) A Semi-supervised Approach for Early Identifying the Abnormal Carotid Arteries Using a Modified Variational Autoencoder, IEEE International Conference on Bioinformatics and Biomedicine, 2020, 第 3 作者 通讯作者(10) Personalized Hemodynamic Modeling of the Human Cardiovascular System: A Reduced-Order Computing Model, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 第 2 作者(11) Multi-Frequency Components Entropy as Novel Heart Rate Variability Indices in Congestive Heart Failure Assessment, IEEE ACCESS, 2019, 第 5 作者(12) Cuff-less and Calibration-free Blood Pressure Estimation Using Convolutional Autoencoder with Unsupervised Feature Extraction, 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, 第 11 作者(13) Continuous Cuff-Less Blood Pressure Estimation Based on Combined Information Using Deep Learning Approach, JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2018, 第 1 作者(14) Association between beat-to-beat blood pressure variability and vascular elasticity in normal young adults during the cold pressor test., MEDICINE, 2017, 第 2 作者(15) Influence of beat-to-beat blood pressure variability on vascular elasticity in hypertensive population., SCIENTIFIC REPORTS, 2017, 第 3 作者(16) Analysis of beat-to-beat blood pressure variability response to the cold pressor test in the offspring of hypertensive and normotensive parents, HYPERTENSION RESEARCH, 2017, 第 1 作者(17) Risk Factors of Stroke in the South of China: A Population-Based Survey of 4563 Residents., JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2017, 第 4 作者 通讯作者(18) Age and sex-specific relationships between blood pressure variability and carotid intima-media thickness, AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE, 2016, 第 3 作者 通讯作者(19) Influence of blood pressure variability on early carotid atherosclerosis in hypertension with and without diabetes, MEDICINE, 2016, 第 1 作者(20) Heart-Carotid Pulse Wave Velocity a Useful Index of Atherosclerosis in Chinese Hypertensive Patients, MEDICINE, 2015, 第 4 作者(21) Relationship of short-term blood pressure variability with carotid intima-media thickness in hypertensive patients, BIOMEDICAL ENGINEERING ONLINE, 2015, 第 3 作者(22) An accurate calibration method for the measurement of arterial oxygen saturation using photoplethysmography, JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY, 2015, 第 3 作者(23) 用于心脑血管易损患者实时早期预警的可穿戴无扰式多模传感理论与系统设计, 中国科技成果, 2015, 第 6 作者(24) 基于健康信息的急性心血管疾病早期预警, 科研信息化技术与应用, 2015, 第 1 作者(25) Comparison of Heart Rate Variability from PPG with That from ECG, In: Zhang, YT. (eds) The International Conference on Health Informatics. IFMBE Proceedings, vol 42. Springer, Cham., 2014, 第 2 作者(26) The Relationship between the 24 h Blood Pressure Variability and Carotid Intima-Media Thickness: A Compared Study, COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2014, 第 2 作者(27) 心脑血管易损斑块的风险评估及早期预警, 生物产业技术, 2014, 第 1 作者(28) A stochastic filtering approach to recover strain images from quasi-static ultrasound elastography, BIOMEDICAL ENGINEERING ONLINE, 2014, 第 2 作者(29) The relationship between the 24-h blood pressure variability and carotid intima-media thickness: A preliminary study, In: Zhang, YT. (eds) The International Conference on Health Informatics. IFMBE Proceedings, vol 42. Springer, Cham, 2014, 第 1 作者(30) Automatic detection of respiratory rate from electrocardiogram, respiration induced plethysmography and 3D acceleration signals, JOURNAL OF CENTRAL SOUTH UNIVERSITY, 2013, 第 2 作者(31) Automatic detection of respiratory rate from electrocardiogram, respiration induced plethysmography and 3D acceleration signals, Automatic detection of respiratory rate from electrocardiogram, respiration induced plethysmography and 3D acceleration signals, 中南大学学报:英文版, 2013, 第 2 作者(32) 基于体域网的动态呼吸监测系统设计, Dynamic Respiratory Monitoring System Based on Body Area Networks, 中国生物医学工程学报, 2012, 第 2 作者(33) A Low-Cost Body Inertial-Sensing Network for Practical Gait Discrimination of Hemiplegia Patients, TELEMEDICINE AND E-HEALTH, 2012, 第 2 作者(34) 穿戴式动态睡眠呼吸监测系统的设计, Design of Wearable Dynamic Sleeping Respiration Monitoring System, 传感技术学报, 2010, 第 1 作者(35) Use of Refined Sample Entropy and Heart Rate Variability to assess the Effects of Wearable Respiratory Biofeedback, 2010 3RD INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS (BMEI 2010), VOLS 1-7, 2010, 第 2 作者(36) A Body Sensor Networks Development Platform for Pervasive Healthcare, 2009 3RD INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICAL ENGINEERING, VOLS 1-11, 2009, (37) A Wearable Respiration Monitoring System Based on Digital Respiratory Inductive Plethysmography, (38) The accuracy of respiratory rate estimation using electrocardiography and photoplethysmography, (39) A low-complexity medium access control framework for body sensor networks, (40) Automatic Estimation of Respiratory Rate from Pulse Transit Time in Normal Subjects at Rest,
科研活动
科研项目
( 1 ) 应用于人体体征监测的智能毫米波雷达传感器关键技术研发, 参与, 地方任务, 2024-01--2027-12( 2 ) 基于生理与操控特征的密闭空间人员实时情绪状态测评方法研究, 参与, 国家任务, 2023-01--2026-12( 3 ) 面向跨尺度医学数据的融合表征及因果数学理论与应用, 参与, 国家任务, 2022-11--2027-10( 4 ) 子课题4:肿瘤与心梗演变的人工智能预测模型研究, 参与, 国家任务, 2022-01--2024-12( 5 ) 多维度表征融合分析的无创心血管功能动态评估方法及在心衰预测中的应用, 负责人, 地方任务, 2022-01--2024-12( 6 ) 生命支持一体化装备关键核心技术研发, 参与, 其他国际合作项目, 2022-01--2024-12( 7 ) 面向步态异常早期识别的可穿戴传感器信息融合理论研究, 参与, 国家任务, 2021-01--2023-12( 8 ) 超声连续血压检测技术合作项目, 负责人, 境内委托项目, 2020-08--2022-06( 9 ) 经皮股动脉介入术后体征监测与穿刺点即刻止血机器人关键技术研究, 参与, 国家任务, 2020-01--2023-12( 10 ) 面向半失能老人的辅助机器人技术与系统项目基于云平台的便携式老人健康监测系统与应用示范课题, 参与, 国家任务, 2019-11--2021-12( 11 ) 基于关口前移的脑卒中综合防治研究与应用示范, 参与, 其他国际合作项目, 2018-11--2022-05( 12 ) 基于异构学习方法融合的连续血压精准估计方法研究, 负责人, 国家任务, 2018-11--2021-04( 13 ) 面向临床医护场景基于先验机制与深度学习双模型驱动的无创连续血压精准估计方法的, 负责人, 国家任务, 2018-01--2020-12( 14 ) 个人移动健康监护监管技术方法与标准研究, 参与, 中国科学院计划, 2015-01--2017-12
参与会议
(1)TCSA: A Text-guided Cross-view Medical Semantic Alignment Framework for Adaptive Multi-view Visual Representation Learning 2023-10-11(2)Effects of Pulse Transit Time and Pulse Arrival Time on Cuff-less Blood Pressure Estimation: A Comparison Study with Multiple Experimental Interventions 2023-07-24(3)A Semi-supervised Approach for Early Identifying the Abnormal Carotid Arteries Using a Modified Variational Autoencoder 2020-12-18