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个人简介

杨健,北京理工大学特聘教授,博导。国家杰出青年科学基金获得者,国家新一代人工智能重大项目首席科学家、国家重点研发计划项目首席科学家,北京理工大学信息与电子学部学部委员,国家一级学科“光学工程”学科责任教授。 兼任中国仿真学会医疗仿真专委会副主任委员、北京医学会数字医学分会副主任委员、北京图像图形学会理事、北京光学学会理事、中国生物医学工程学会医学图像信息与控制分会常务委员、中国计算机学会虚拟现实专业委员会委员、中国电子学会生命电子学分会专业委员会委员、中国计算机学会计算机视觉专业组委员、中国图象图形学学会虚拟现实分会专委会委员、中国生物医学工程学会医学影像工程与技术专委会委员、《虚拟现实与智能硬件(中英文)》、《生命科学仪器》编委等。 长期从事医疗手术机器人、医学图像处理、虚拟现实与增强现实、智能感知与导航、人机交互、人工智能等方面的教学和科研工作。主持国家2030人工智能重大项目1项、重点研发计划2项、国家自然科学基金4项,作为核心人员参与国家973、863等项目10余项。在Medical Image Analysis、IEEE Transactions on Medical Imaging等国际著名期刊上发表SCI论文175篇,获国家发明专利授权64项,其中11项实现转化应用。成果转化获国家三类医疗器械注册证1项、二类医疗器械注册证4项。研究成果获国家技术发明二等奖、教育部技术发明一等奖、中国图象图形学学会科学技术一等奖、中华医学科技奖二等奖、第二十四届中国专利优秀奖等省部级以上科研奖励8项。 指导学生获第五届中国“互联网+”大学生创新创业大赛全国总决赛金奖、第六届中国“互联网+”大学生创新创业大赛全国总决赛金奖、两项第十二届“挑战杯”中国大学生创业计划竞赛全国总决赛金奖。

研究领域

手术导航机器人、智能传感、人工智能、虚拟现实与增强现实

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Local Statistical Deformation Models for Deformable Image Registration, Neurocomputing, DOI: 10.1016/j.neucom.2018.03.039, 2018, 第 3 作者 Sparse Intervertebral Fence Composition for 3D Cervical Vertebra Segmentation, Physics in Medicine and Biology,63: 115010, 2018, 通讯作者 Multi-Layer Cube Sampling for Liver Boundary Detection in PET-CT Images, Australasian Physical & Engineering Sciences in Medicine , DOI: 10.1007/s13246-018-0650-y, 2018, 通讯作者 Accurate Measurement of Granary Stockpile Volume Based on Fast Registration of Multi-station Scans, Remote Sensing Letters, 10.1080/2150704X.2018.1452060, 2018, 通讯作者 Sparse Deformation Prediction using Markove Decision Processes (MDP) for Non-rigid Registration of MR Image, Computer Methods and Programs in Biomedicine , 162:47-59, 2018, 通讯作者 Multiple Features Decomposition for Subcutaneous Vein Extraction and Measurement, IEEE Access DOI: 10.1109 /ACCESS.2018. 27994232018, 2018, 通讯作者 Extended PCJO for the detection-localization of hypersignals and hyposignals in CT images, IEEE Access, DOI: 10.1109/ACCESS.2017.2720418, 2017, 第 5 作者 Model and reconstruction of a K-edge contrast agent distribution with an X-ray photon-counting detectorModel and reconstruction of a K-edge contrast agent distribution with an X-ray photon-counting detector, Optics Express, 25(8):9378-9392, 2017, 通讯作者 Renal Clearable Ag Nanodots for in Vivo Computer Tomography Imaging and Photothermal Therapy, ACS Applied Materials & Interfaces, DOI: 10.1021/acsami.6b16133, 2017, 通讯作者 Discriminative feature representation: an effective postprocessing solution to low dose CT imaging, Physics in Medicin and Biology, 62(6):2103-2131, 2017, 第 4 作者 Design and implementation of a BSN-based system for plantar health evaluation with exercise load quantification, Biomedical Engineering Online,16(1): 98, 2017, 第 3 作者 Improving Low-Dose CT Image Using Residual Convolutional Network, IEEE Access,doi: 10.1109/ACCESS.2017.2766438, 2017, 第 3 作者 Global Patch Matching (GPM) for Freehand 3D Ultrasound Reconstruction, Biomedical Engineering Online,DOI: 10.1186/s12938-017-0411-2, 2017, 通讯作者 Local Directional Probability Optimization for Blurred Gray/White Matter Junction Quantification in Magnetic Resonance Image, Frontiers in Computational Neuroscience,DOI: 10.3389/fncom.2017. 00083, 2017, 通讯作者 Local Incompressible Registration for Liver Ablation Surgery Assessment, Medical Physics,DOI: 10.1002/mp, 2017, 通讯作者 Registration and Fusion Quantification of Augmented Reality based Nasal Endoscopic Surgery, Medical Image Analysis,42(241-256), 2017, 通讯作者 Sparse-view X-ray CT Reconstruction with Gamma Regularization, Neurocomputing, http://dx.doi.org/10.1016/ j.neucom.2016.12.019, 2016, 第 3 作者 A vessel segmentation method for multi-modality angiographic images based on multi-scale filtering and statistical methods, BioMedical Engineering OnLine, DOI 10.1186/s12938-016-0241, 2016, 第 5 作者 Structure-adaptive Fuzzy Estimation for Random-Valued Impulse Noise Suppression, IEEE Transactions on Circuits and Systems for Video Technology, DOI: 10.1109 /TCSVT. 2016. 2615444, 2016, 通讯作者 Convex Hull Aided Registration Method (CHARM), IEEE Transactions on Visualization and Computer Graphics, DOI: 10.1109/TVCG.2016.2602858, 2016, 通讯作者 Intensity and Compactness Enabled Saliency Estimation for Leakage Detection in Diabetic and Malarial Retinopathy, IEEE Transactions on Medical Imaging, DOI 10.1109/TMI.2016.2593725, 2016, 通讯作者 A Compactness based Saliency Approach for Leakages Detection in Fluorescein Angiogram, International Journal of Machine Learning and Cybernetics, 2016.DOI 10.1007/s13042-016-0573-4, 2016, 通讯作者 Saliency Driven Vasculature Segmentation with Infinite Perimeter Active Contour Model, Neurocomputing,DOI:10.1016/j.neucom.2016.07.077, 2016, 通讯作者 Augmented Reality Based Real-time Subcutaneous Vein Imaging System, Biomedical Optics Express, Vol. 7, Issue 7, pp. 2565-2585, 2016, 通讯作者 Positive Unanimous Voting Algorithm for Focal Cortical Dysplasia Detection on Magnetic Resonance Image, Frontiers in Computational Neuroscience, doi: 10.3389/fncom.2016.00025, 2016, 通讯作者 Convex Hull indexed Gaussian Mixture Model (CH-GMM) for Non-rigid Point Set Registration, Pattern Recognition, DOI:10.1016/j.patcog.2016.02.023, 2016, 通讯作者 3-Points Convex Hull Matching (3PCHM) for Fast and Robust Point Set Registration, Neurocomputing, DOI:10.1016/j.neucom.2016.01.078, 2016, 通讯作者 Geometrical Force Constraint Method for Vessel and X-ray Angiogram Simulation, Journal of X-Ray Science and Technology, DOI: 10.3233/XST-160539, 2016, 通讯作者 Region-based saliency estimation for 3D shape analysis and understanding, Neurocomputing, DOI: 10.1016/j.neucom.2016.01.012, 2016, 通讯作者 Shape Context and Projection Geometry Constrained Vasculature Matching for 3D Reconstruction of Coronary Artery, Neurocomputing, DOI: 10.1016/j.neucom.2015.08.110, 2016, 第 2 作者 Local Statistics and Non-local Mean Filter for Speckle Noise Reduction in Medical Ultrasound Image, Neurocomputing, DOI: 10.1016/j.neucom.2015.05.140, 2016, 第 1 作者 A Novel Augmented Reality Navigation System for Endoscopic Sinus and Skull Base Surgery: A Feasibility Study, PLOS ONE, 11(1):e0146996, DOI: 10.1371/journal.pone.0146996, 2016, 第 2 作者 3D Feature Constrained Reconstruction for Low Dose CT Imaging, IEEE Transactions on Circuits and Systems for Video Technology,10.1109 /TCSVT.2016.2643009, 2016, 第 2 作者 Structure-adaptive Fuzzy Estimation for Random-Valued Impulse Noise Suppression, IEEE Transactions on Circuits and Systems for Video Technology,DOI: 10.1186/s12938-016-0296-5, 2016, 通讯作者 Convex Hull Aided Registration Method (CHARM), EEE Transactions on Visualization and Computer Graphics,DOI:10.1109 /TCSVT.2016.2645661, 2016, 通讯作者

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