蔡淑惠
教授
个人简介
福州大学理学学士,物理化学专业 中国科学院福建物质结构研究所理学博士,物理化学专业 主讲课程 文献信息检索与科技写作(本科生课) 核磁共振基础(研究生课) 成果奖励 [1] 延根,陈忠,蔡淑惠,杨永贵,毛雨萌,王倩琪,翟慧歌. 磁共振一站式成像技术在直肠癌新辅助化疗诊疗中的转化应用. 厦门市科学技术进步奖三等奖,2024. [2] 延根,陈忠,任克,林雁勤,蔡淑惠,杨永贵,石大发. 代谢物成像磁共振技术在神经精神类疾病的临床转化应用. 厦门市科学技术进步奖三等奖,2022. [3] 陈忠,郭岗,黄玉清,蔡淑惠,高锦豪. 磁共振分子影像新技术及其在医学诊断中应用. 福建省科技进步奖三等奖,2018. [4] 陈忠,蔡淑惠,杨天和,郭岗,高锦豪,林建忠,黄玉清,朱柳红. 磁共振分子影像新技术及其在医学诊断中应用. 厦门市科学技术进步奖二等奖,2018. [5] 郭岗,陈忠,蔡淑惠,杨永贵,蔡聪波. 慢性脑血管功能不全的MRI研究. 福建省科学技术进步奖三等奖,2012. [6] 郭岗,陈忠,蔡淑惠,杨永贵,蔡聪波,朱柳红. 慢性脑血管功能不全的MRI研究. 厦门市科学技术进步奖三等奖,2012. [7] 杨天和,陈忠,蔡淑惠,王馨,蔡聪波,林建忠. 医用全身扩散加权成像及其在肿瘤转移灶诊断中的应用. 福建省科学技术进步奖二等奖,2011. [8] 杨天和,陈忠,蔡淑惠,王馨,蔡聪波,林建忠. 医用全身扩散加权成像及其在肿瘤转移灶诊断中的应用. 厦门市科学技术进步奖一等奖,2010. [9] 福建省三八红旗手,2010. [10] 谢狄霖,陈忠,邓思珊,蔡淑惠,陈志伟. 核磁共振光谱技术应用于医药学研究. 福建省科学技术奖三等奖,2008. [11] 第十四届福建运盛青年科技奖,2007. [12] 第八届福建青年科技奖,2006. [13] 教育部新世纪优秀人才,2005. [14] 陈忠,蔡淑惠,钟健晖,万惠霖. 核磁共振新技术及其在化学和医学成像中的应用. 福建省科学技术奖二等奖,2003
研究领域
磁共振成像、磁共振波谱、图像与信号处理、深度学习
近期论文
[1] Wang JC, Chen ZQ, Cai CB, Cai SH*, 2024. Ultrafast diffusion tensor imaging based on deep learning and multi-slice information sharing. Physics in Medicine and Biology, 69:035011. [2] Li ZY, Wang X, Zhang HY, Yang YJ, Zhang Y, Zhuang YC, Yang QQ, Gao ER, Ren YN, Zhang Y, Cai SH, Chen Z, Cai CB, Dong YB, Bao JF, Cheng JL*, 2024. Positive progesterone receptor expression in meningioma may increase the transverse relaxation: First prospective clinical trial using single-shot ultrafast T2 mapping. Academic Radiology, 31(1):187-198. [3] Wang JC, Geng WH, Wu J, Kang TS, Wu ZG, Lin JZ, Yang Y, Cai CB, Cai SH*, 2023. Intravoxel incoherent motion magnetic resonance imaging reconstruction from highly under-sampled diffusion-weighted PROPELLER acquisition data via physics-informed residual feedback unrolled network. Physics in Medicine and Biology, 68(17):175022. [4] Chen H, Chen XR, Lin LJ, Cai SH, Cai CB, Chen Z, Xu JD, Chen L*, 2023. Learned spatiotemporal correlation priors for CEST image denoising using incorporated global-spectral convolution neural network. Magnetic Resonance in Medicine, 90:2071-2088. [5] Dai LX#, Yang QQ#, Lin JZ, Zhou ZH, Zhang PJ, Cai SH, Chen Z, Wu ZG, Kang TS*, Cai CB*, 2023. Learning from synthetic data for reference-free Nyquist ghost correction and parallel imaging reconstruction of echo planar imaging. Medical Physics, 50:2135-2147. [6] Yang QQ, Ma LC, Zhou ZH, Bao JF, Yang QZ, Huang HT, Cai SH, He HJ, Chen Z, Zhong JH, Cai CB*, 2023. Rapid high-fidelity T2* mapping using single-shot overlapping-echo acquisition and deep learning reconstruction. Magnetic Resonance in Medicine, 89:2157-2170. Lin X#, Dai LX#, Yang QQ, Yang QZ, He HJ, Ma LC, Liu JJ, Cheng JL, [7] Cai CB*, Bao JF*, Chen Z, Cai SH, Zhong JH, 2023. Free-breathing and instantaneous abdominal T2 mapping via single-shot multiple overlapping-echo acquisition and deep learning reconstruction. European Radiology, 33:4938-4948. [8] Wu J#, Kang TS#, Lan XL, Chen XR, Wu ZG, Wang JZ, Lin LJ, Cai CB, Lin JZ, Xin D, Cai SH*, 2023. IMPULSED model based cytological feature estimation with U-Net: application to human brain tumor at 3 T. Magnetic Resonance in Medicine, 89:411-422. [9] Huang HT, Yang QQ, Wang JC, Zhang PJ, Cai SH, Cai CB*, 2023. High-efficient Bloch simulation of magnetic resonance imaging sequences based on deep learning. Physics in Medicine and Biology, 68(8):085002. [10] Chen H, Chen XR, Lin LJ, Cai SH, Cai CB, Chen Z, Xu JD, Chen L, 2023. Learned spatiotemporal correlation priors for CEST image denoising using incorporated global-spectral convolution neural network. Magnetic Resonance in Medicine, 90:2071-2088. [11] Zhan HL, Hao MY, Lin EP, Zheng ZY, Huang CD, Cai SH, Cao SH*, Huang YQ*, Chen Z, 2023. A pure shift-based nuclear magnetic resonance method for in-phase three-dimensional diffusion-ordered spectroscopy. Analytical Chemistry, 95(2):1002-1007. [12] Li SM#, Kang TS#, Wu J, Chen WK, Lin Q, Wu ZG, Wang JZ, Cai CB, Cai SH*, 2023. Sub-second whole brain T2 mapping via multiband SENSE multiple overlapping-echo detachment imaging and deep learning. Physics in Medicine & Biology, 68:195027. [13] Ouyang BY, Yang QZ, Wang XY, He HJ, Ma LC, Yang QQ, Zhou ZH, Cai SH*, Chen Z, Wu ZG, Zhong JH*, Cai CB, 2022. single-shot T2 mapping via multi-echo-train multiple overlapping-echo detachment planar imaging and multitask deep learning. Medical Physics, 49:7095-7107. [14] Wang JC, Yang QQ, Yang QZ, Xu LN, Cai CB*, Cai SH*, 2022. Joint optimization of Cartesian sampling patterns and reconstruction for single-contrast and multi-contrast fast magnetic resonance imaging. Computer Methods and Programs in Biomedicine, 226:107150. [15] Ma LC#, Wu J#, Yang QQ, Zhou ZH, He HJ, Bao JF, Bao LJ, Wang XY, Zhang PJ, Zhong JH, Cai CB*, Cai SH*, Chen Z*, 2022. Single-shot multi-parametric mapping based on multiple overlapping-echo detachment (MOLED) imaging. NeuroImage, 263:119645. [16] Li SM, Wu J, Ma LC, Cai SH*, Cai CB, 2022. A simultaneous multi-slice T2 mapping framework based on overlapping-echo detachment planar imaging and deep learning reconstruction. Magnetic Resonance in Medicine, 87:2239-2253. [17] Shangguan P, Jiang WJ, Wang JC, Wu J, Cai CB, Cai SH*, 2022. Multi-slice compressed sensing MRI reconstruction based on deep fusion connection network. Magnetic Resonance Imaging, 93:115-127. [18] Yang QQ, Lin YH, Wang JC, Bao JF, Wang XY, Ma LC, Zhou ZH, Yang QZ, Cai SH, He HJ, Cai CB*, Dong JY*, Cheng JL, Chen Z, Zhong JH, 2022. MOdel-based SyntheTic Data-driven Learning (MOST-DL): Application in single-shot T2 mapping with severe head motion using overlapping-echo acquisition. IEEE Transactions on Medical Imaging, 41(11):3167-3181. [19] Chen XR, Wang W, Huang JP, Wu J, Chen L*, Cai CB, Cai SH, Zhong Chen, 2022. Ultrafast water-fat separation using deep learning-based single-shot MRI. Magnetic Resonance in Medicine, 87:2811-2825. [20] Zeng HL, Xing Z, Gao FL, Wu ZG, Huang WR, Su Y, Chen Z, Cai SH, Cao DR*, Cai CB*, 2022. A multimodal domain adaptive segmentation framework for IDH genotype prediction. International Journal of Computer Assisted Radiology and Surgery, 17:1923-1931. [21] Chen L, Cai SH*, van Zijl PCM, Li X*, 2021. Single-step calculation of susceptibility through multiple orientation sampling. NMR in Biomedicine, 34:e4517. [22] Guo CL, Wu J, Rosenberg JT, Roussel T, Cai SH*, Cai CB, 2020. Fast chemical exchange saturation transfer imaging based on PROPELLER acquisition and deep neural network reconstruction. Magnetic Resonance in Medicine, 84:3192-3205. [23] Haung JP, Chen L, Chan KWY, Cai CB*, Cai SH*, Chen Z, 2020. Super-resolved water/fat image reconstruction based on single-shot spatiotemporally encoded MRI. Journal of Magnetic Resonance, 314:106736. [24] Huang YQ, Zhan HL, You XQ, Yang Y, Li C, Cai SH, Chen Z*, 2020. A pure-shift-based NMR method for transverse relaxation measurements on complex samples. IEEE Transactions on Instrumentation and Measurement, 69(1):201-211. [25] Zhang J#, Wu J#, Chen SJ#, Zhang ZY, Cai SH*, Cai CB*, Chen Z, 2019. Robust single-shot T2 mapping via multiple overlapping-echo acquisition and deep neural network. IEEE Transactions on Medical Imaging, 38(8):1801-1811. [26] Zhang L#, Chen X#, Lin JZ, Ding XH, Bao LJ, Cai CB*, Li J, Chen Z, Cai SH*, 2019. Fast quantitative susceptibility reconstruction via total field inversion with improved weighted L0 norm approximation. NMR in Biomedicine, 32:e4067. [27] Tan CH, Huang YQ*, Cai SH*, Chen Z, 2019. High-resolution two-dimensional 1H J-resolved MRS measurements on in vivo samples. Journal of Magnetic Resonance, 300:51-60. [28] Chen L, Wei ZL, Cai SH*, Li YG, Liu GS, Lu HZ, Weiss RG, van Zijl PCM, Li T, Xu JD*, 2019. High-resolution creatine mapping of mouse brain at 11.7 T using non-steady-state chemical exchange saturation transfer. NMR in Biomedicine, 32:e4168. [29] Cai JZ, Wu J, Guo CL, Cai SH*, Cai CB*, 2019. Ultrafast multi-slice chemical exchange saturation transfer imaging scheme based on segmented spatiotemporal encoding. Magnetic Resonance Imaging, 60:122-129. [30] Zhan HL, Lin XQ, Wei ZL, Ye QM, Cai SH, You XQ, Huang YQ*, Chen Z*, 2019. A single-scan inhomogeneity-tolerant NMR method for high-resolution 2D J-resolved spectroscopy. IEEE Transactions on Biomedical Engineering, 66:1559-1566. [31] Chen L, Wei ZL, Chan KWY, Cai SH, Liu GS, Lu HZ, Wong PC, van Zijl PCM, Li T*, Xu JD*, 2019. Protein aggregation linked to Alzheimer's disease revealed by saturation transfer MRI. NeuroImage, 188:380-390. [32] Chen L, Hua J, Ross CA, Cai SH, van Zijl PCM, Li X*, 2019. Altered brain iron content and deposition rate in Huntington's disease as indicated by quantitative susceptibility MRI. Journal of Neuroscience Research, 97:467-479. [33] Wang X*, Chen ZW, Lv YY, Cai SH, Chen Z, 2019. Synthesis, characterization, and NMR study of oxo-centered trinuclear complexes [Fe2IIINiIIO(O2CC2H5)6(py)3]×py and [Fe2IIINiIIO(O2CC2H5)6(H2O)3]×H2O. Journal of Applied Spectroscopy, 86(3):488. [34] Zhang ZM, Lin CH, Liu HL, Feng JH*, Zheng ZY, Cai SH, 2019. Specific biological responses following dextran-coated ultra-small superparamagnetic particles of iron oxides administration. Nanomedicine, 14(11):1371-1386. [35] Wang JL, You XQ, Xiao C, Zhang XP, Cai SH, Jiang WL, Guo SS, Cao SH*, Chen Z*, 2019. Small-sized Pt nanoparticles supported on hybrid structures of MoS2 nanoflowers/graphene nanosheets: Highly active composite catalyst toward efficient ethanol oxidation reaction studied by in situ electrochemical NMR spectroscopy. Applied Catalysis B-Environmental, 259:118060. [36] Cao SH, Li LH, Wei WY, Feng Y, Jiang WL, Wang JL, Zhang XP, Cai SH, Chen Z*, 2019. A label-free and ultrasensitive DNA impedimetric sensor with enzymatic and electrical dual-amplification. Analyst, 144:4175-4179. [37] Wang JL, Cao XR, Fang L, Ou XQ*, Wong K, Cao SH, Xiao C, Cai SH, Huang YQ, Zhang XP, Chen Z*, 2019. MoS2 nanoflower supported Pt nanoparticle as an efficient electrocatalyst for ethanol oxidation reaction. International Journal of Hydrogen Energy, 44(31):16411-16423. [38] Chen L, Zheng ZW, Bao LJ, Fang JS, Yang TH, Cai SH*, Cai CB*, 2018. Weighted total variation using split Bregman fast quantitative susceptibility mapping reconstruction method. Chinese Physics B, 27(8):088701. [39] Liao P, Zhang J, Zeng K, Yang YG, Cai SH*, Guo G, Cai CB*, 2018. Referenceless distortion correction of gradient-echo echo-planar imaging under inhomogeneous magnetic fields based on a deep convolutional neural network. Computers in Biology and Medicine, 100:230-238. [40] Luo Y, Zhang J, Chen L, Cai SH*, Cai CB*, 2018. Accelerating multi-slice spatiotemporally encoded MRI with simultaneous echo refocusing. Journal of Magnetic Resonance, 296:12-22. [41] Cai CB, Wang C, Zeng YQ, Cai SH, Liang D, Wu YW, Chen Z*, Ding XH*, Zhong JH, 2018. Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network. Magnetic Resonance in Medicine, 80:2202-2214. [42] Feng Y, Zhao CS, Cao SH*, Cai SH, Sun HJ, Chen Z, 2018. The electrochemical oxidation of hydroquinone and catechol through polyaniline and poly(aspartic acid) thin films: A comparative study. AIP Advances, 8(9):095007. [43] Tan CH, Huang YQ*, Feng JH, Li ZS, Cai SH*, 2018. Freshness assessment of intact fish via 2D 1H J-resolved NMR spectroscopy combined with pattern recognition methods. Sensors and Actuators B: Chemical, 255: 348-356. [44] Zhang XP, Jiang WL, Cao SH*, Sun HJ, You XQ, Cai SH, Wang JL, Zhao CS, Wang X, Chen Z*, Sun SG, 2018. NMR spectroelectrochemistry in studies of hydroquinone oxidation by polyaniline thin films. Electrochimica Acta, 273:300-306. [45] Ma LC, Cai CB, Yang HY, Cai SH, Qian JC, Xiao LZ, Zhong K*, Chen Z*, 2018. Motion-tolerant diffusion mapping based on single-shot overlapping-echo detachment (OLED) planar imaging. Magnetic Resonance in Medicine, 80(1):200-210. [46] Wang KY, Huang YQ*, Smith PES, Zhang ZY, Cai SH, Chen Z*, 2018. Single-scan high-resolution 2-D J-resolved spectroscopy in inhomogeneous magnetic fields. IEEE Transactions on Biomedical Engineering, 65(2):440-448. [47] Liu Y, Lv XL, Liu H, Zhou ZJ, Huang JP, Lei SL, Cai SH, Chen Z, Guo YL, Chen ZW*, Zhou X, Nie LM*, 2018. Porous gold nanocluster-decorated manganese monoxide nanocomposites for microenvironment-activatable MR/photoacoustic/CT tumor imaging. Nanoscale, 10:3631-3638. [48] Chen L, Xu X, Zeng HF, Chan KWY, Yadav N, Cai SH, Schunke KJ, Faraday N, vanZijl PCM, Xu JD*, 2018. Separating fast and slow exchange transfer and magnetization transfer using off-resonance variable-delay multiple-pulse (VDMP) MRI. Magnetic resonance in medicine, 80(4):1568-1576. [49] Cai CB, Wang C, Zeng YQ, Cai SH, Liang D, Wu YW, Chen Z*, Ding XH*, Zhong JH, 2018. Single-shot T2 mapping using overlapping-echo detachment planar imaging and a deep convolutional neural network. Magnetic resonance in medicine, 80(5):2202-2214.