医学图像处理

磁共振引导的精准放射治疗

多组学与医学大数据

人工智能与深度学习

2010-01--2016-02   The State University of New York at Buffalo   博士
2007-09--2009-12   University of Wisconsin-Milwaukee   硕士
2002-09--2006-06   重庆大学   学士

   

2023-01~现在, 中国科学院深圳先进技术研究院, 副研究员
2016-04~2022-11,香港养和医院, 副研究主任

2023-02-01-今,中国生物医学工程学会, 高级会员
2023-01-03-今,中国图形图像学会, 会员
2018-11-10-今,香港注册医疗机构辐射安全主管, Certified Radiation Protection Supervisor in Medical Sector

1)  Magnetic Resonance Image Reconstruction for Undersampled Data Acquisitions, 2017-12-19, 美国, US9846214B2 

(2)  基于4D磁共振成像的内靶区勾画方法、装置、设备及介质, 2023-11-17, 中国, CN202311553096.X 

(3) 一种基于多模态影像组学的肿瘤风险分层方法及系统, 2023-8-7, 中国, CN202310987179.3 

(4) 基于量子卷积神经网络的磁共振成像方法、装置, 2024-2-6, 中国, CN202410169910.6 

(5)  一种基于量子贝叶斯神经网络的磁共振图像分类方法, 2024-2-4, WIPO, PCT/CN2024/075833 

(6) 动态磁共振成像方法、模型训练方法、装置、设备及介质, 2024-2-6, WIPO, PCT/CN2024/076425

(7) 基于扩散模型的PET-MRI联合成像方法及相关设备, 2024-2-6, WIPO, PCT/CN2024/076287 

(8) 癫痫耐药性的预测方法、装置、电子设备及存储介质, 2023-04-18, 中国, CN202310415582.9 

（1） ISMRM Merit Award: Magna Cum Laude, 一等奖, 其他, 2014
（2） ISMRM Merit Award: Magna Cum Laude, 一等奖, 其他, 2013

   

（1） Recent advances in highly accelerated 3D MRI, PHYSICS IN MEDICINE AND BIOLOGY, 2023, 
（2） Determining the reliable feature change in longitudinal radiomics studies: A methodological approach using the reliable change index, MEDICAL PHYSICS, 2023, 
（3） Acquisition repeatability of MRI radiomics features in the head and neck: a dual-3D-sequence multi-scan study, VISUAL COMPUTING FOR INDUSTRY, 2022, 
（4） A pilot study of MRI radiomics for high-risk prostate cancer stratification in 1.5 T MR-guided radiotherapy, MAGNETIC RESONANCE IN MEDICINE, 2022, 
（5） Design and Implementation of Low-Cost Distributed Tabletop Magnetic Particle Imaging System, IEEE TRANSACTIONS ON MAGNETICS, 2022, 
（6） Accelerating MR Parameter Mapping Using Nonlinear Compressive Manifold Learning and Regularized Pre-Imaging, IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2022, 
（7） Editorial for "Glutamate Chemical Exchange Saturation Transfer Imaging and Functional Alterations of Hippocampus in Rat Depression Model: A Pilot Study", JOURNAL OF MAGNETIC RESONANCE IMAGING, 2021, 
（8） Radiomics feature reliability assessed by intraclass correlation coefficient: a systematic review, QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2021, 
（9） Reliability of radiomics features due to image reconstruction using a standardized T-2-weighted pulse sequence for MR-guided radiotherapy: An anthropomorphic phantom study, MAGNETIC RESONANCE IN MEDICINE, 2021, 
（10） Reliability of MRI radiomics features in MR-guided radiotherapy for prostate cancer: Repeatability, reproducibility, and within-subject agreement, MEDICAL PHYSICS, 2021, 
（11） Joint reconstruction framework of compressed sensing and nonlinear parallel imaging for dynamic cardiac magnetic resonance imaging, BMC MEDICAL IMAGING, 2021, 
（12） Longitudinal acquisition repeatability of MRI radiomics features: An ACR MRI phantom study on two MRI scanners using a 3D T1W TSE sequence, MEDICAL PHYSICS, 2021, 
（13） Quantitative assessment of acquisition imaging parameters on MRI radiomics features: a prospective anthropomorphic phantom study using a 3D-T2W-TSE sequence for MR-guided-radiotherapy, QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2021, 
（14） Compressed sense accelerated MRI simulation: image quality assessment using an ACR MRI phantom, RADIOTHERAPY AND ONCOLOGY, 2020, 
（15） High frame rate CAIPIRINHA-TWIST-VIBE MRI for volumetric motion monitoring in MRgRT: a pilot study, RADIOTHERAPY AND ONCOLOGY, 2020, 
（16） A pilot study of highly accelerated 3D MRI in the head and neck position verification for MR-guided radiotherapy, QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2019, 
（17） Adaptive Volterra Filter for Parallel MRI Reconstruction, EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2019, 
（18） Intra-fraction motion assessment of frameless intracranial radiosurgery using 1.5T MR simulator, RADIOTHERAPY AND ONCOLOGY, 2019, 
（19） A fast volumetric 4D-MRI with sub-second frame rate for abdominal motion monitoring and characterization in MRI-guided radiotherapy, QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2019, 
（20） Automating Robot Motion Planning for Magnetic Resonance Navigation Using Q-Learning, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 
（21） Assessment of positional reproducibility in the head and neck on a 1.5-T MR simulator for an offline MR-guided radiotherapy solution, QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2018, 
（22） Automating Regularized Sensitivity Encoding Reconstruction via Genetic Algorithm for MRI Robotics, 2018 IEEE INTERNATIONAL CONFERENCE ON CYBORG AND BIONIC SYSTEMS (CBS), 2018, 
（23） Enabling high-speed wide-field dynamic imaging in multi-focal photoacoustic computed microscopy: a simulation study, APPLIEDOPTICS, 2016, 
（24） ACCELERATING DYNAMIC MAGNETIC RESONANCE IMAGING BY NONLINEAR SPARSE CODING, 2016 IEEE 13TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2016, 
（25） ACCELERATING MR PARAMETER MAPPING USING NONLINEAR MANIFOLD LEARNING AND SUPERVISED PRE-IMAGING, 2015 IEEE 12TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2015, 
（26） Accelerating T 1ρ Cartilage Imaging Using Compressed Sensing with Iterative Locally Adapted Support Detection and JSENSE, MAGNETIC RESONANCE IN MEDICINE, 2015, 
（27） Highly accelerated 3D dynamic contrast enhanced MRI from sparse spiral sampling using integrated partial separability model and JSENSE, COMPRESSIVE SENSING III, 2014, 
（28） A KERNEL-BASED COMPRESSED SENSING APPROACH TO DYNAMIC MRI FROM HIGHLY UNDERSAMPLED DATA, 2013 IEEE 10TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2013, 
（29） K-T CSPI: A DYNAMIC MRI RECONSTRUCTION FRAMEWORK FOR COMBINING COMPRESSED SENSING AND PARALLEL IMAGING, 2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2012, 

(1) 中国科学院, 纵向, E44402, 中国科学院引才计划B类, 2024-01 至 2026-12, 在研, 主持

(2) 深圳市科技创新委员会, 深圳市基础研究面上项目, JCYJ20230807140514028, 面向精准放疗的超低场磁共振成像策略研究, 2023-11 至 2026-11,  在研, 主持

(3) 中国科学技术部, 国家重点研发计划, 2023YFF0714201, 磁共振神经电活动探测与功能成像, 2024-12至 2026-11,  在研, 参与

(4) 深圳市科技创新委员会, 深圳市科技重大专项, KJZD20230923114110019, 重202324117脑卒中早期诊断检测与康复一体化平台的研发, 2024-01 至 2025-12, 200万元, 参与

现指导学生

张斌  硕士研究生  083100-生物医学工程  

张喆  硕士研究生  085404-计算机技术