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吳明龍副教授聯絡方式系所別：資訊系 / 資訊所 / 醫資所 / AI學程 電話：06-2757575 ext 62541 E-mail：minglong.wu@csie.ncku.edu.tw 實驗室：生醫影像實驗室 (資訊系館新大樓9F 65902) |
專長及研究領域深度學習、資料科學、生醫影像處理、核磁共振影像成像技術、大腦功能性磁振造影、核磁共振脈衝序列設計、機器學習 學歷台灣 \ 國立台灣大學 \ 電機工程學研究所 \ 博士(2001 ~ 2006) 台灣 \ 國立台灣大學 \ 電機工程學研究所 \ 碩士(1998 ~ 2000) 美國 \ 哈佛大學 \ 計算科學與工程研究所 \ 碩士(2016 ~ 2017) 台灣 \ 國立台灣大學 \ 電機工程學系 \ 學士(1994 ~ 1998) 經歷國立成功大學 \ 心智影像研究中心 (MRI center) \ 技術組召集人 (2010 ~ now) 國際核磁共振醫學會(ISMRM) \ \ 會員 (0000 ~ now) 國際電腦協會(ACM) \ \ 會員 (0000 ~ now) 國際電機電子工程師學會(IEEE) \ \ 資深會員 (0000 ~ now) 杜克大學醫學院 \ 腦功能影像中心 \ 博士後研究 (2008 ~ 2010) 哈佛醫學院 \ 布利根及女子醫院 \ 博士後研究 (2006 ~ 2008) 榮譽及獲獎2020 成功大學教學特優教師 2007 國科會菁英計畫獎學金 2005 國際醫用磁振造影協會學生獎學金 2003 國際醫用磁振造影協會學生獎學金 2000 國際醫用磁振造影協會學生獎學金 |
著作Refereed Papers 1. M-L. Wu, C-K. Wang, P-Y. Lin, T-C. Chao "Optimization of quantitative susceptibility mapping by streaking artifact detection" Medical PhysicsMOST 104-2221-E-006 -266 -MY2SCI 2. S-C. Chiu, H-C. Chang, M-L. Chu, M-L. Wu, H-W. Chung, Y-R. Lin "De-aliasing for signal restoration in Propeller MR imaging" Magnetic Resonance Imaging, 36(2): 12-15MOST 104-2221-E-006-266-MY2SCI 3. M-L. Wu, H-C. Chang, T-C. Chao, N-K. Chen "Efficient imaging of midbrain nuclei using inverse double-echo steady-state acquisition" Medical Physics, 42(7):4367-4374, Jul 2015SCI 4. P-Y. Lin, T-C. Chao, M-L. Wu "Quantitative Susceptibility Mapping of Human Brain at 3 Tesla: A Multisite Reproducibility Study" American Journal of Neuroradiology, 36: 467-474, Mar 2015SCI 5. P-H. Wu, C-C. Cheng, M-L. Wu, T-C. Chao, H-W. Chung, and T-Y. Huang "Effects of RF profile on precision of quantitative T2 mapping using dual-echo steady-state acquisition" Magnetic Resonance Imaging, 32(1):102-6, Jan 2014SCI 6. P-H. Wu, P-H. Tsai, M-L. Wu, T-C. Chuang, Y-Y. Shih, H-W. Chung, and T-Y. Huang "High spatial resolution brain functional MRI using submillimeter balanced steady-state free precession acquisition" Medical Physics, 40(12):122304, Dec 2013SCI 7. Y-J. Liu, C-J. Juan, C-Y. Chen, C-Y. Wang, M-L. Wu, C-P. Lo, M-C. Chou, T-Y. Huang, H. Chang, C-H. Chu, and M-H. Li "Are the local blood oxygen level-dependent (BOLD) signals caused by neural stimulation response dependent on global BOLD signals induced by hypercapnia in the functional MR imaging experiment? Experiments of long-duration hypercapnia and multilevel carbon dioxide concentration." American Journal of Neuroradiology, 28(6):1009-14, Jun 2007SCI 8. M-L. Wu, P-H. Wu, T-Y. Huang, Y-Y. Shih, M-C. Chou, H-S. Liu, H-W. Chung, and C-Y. Chen "Frequency Stabilization Using Infinite Impulse Response Filtering for BOSS fMRI at 3T" Magnetic Resonance in Medicine, 57:369-379, Feb 2007SCI 9. M-C. Chou, M-L. Wu, C-Y. Chen, C-Y Wang, T-Y. Huang, Y-J. Liu, C-J. Juan, and H-W. Chung "TENsor Deflection (TEND) Tractography with Adaptive Sub-voxel Stepping" Journal of Magnetic Resonance Imaging, 24:451-458, Aug 2006SCI 10. K-H. Chuang, M-T. Wu, Y-R. Lin, K-S. Hsieh, M-L. Wu, S-Y. Tsai, C-W. Ko, and H-W. Chung "Application of model-free analysis in the MR assessment of pulmonary perfusion dynamics" Magnetic Resonance in Medicine 54(2):299-308, Aug 2005SCI 11. M-L. Wu, C-W. Ko, T-Y. Chen, M-T. Wu, H-W. Chung, T-Y. Huang, and Y-R. Lin "MR Ventriculocisternography By Using 3D Balanced Steady-State Free Precession Imaging: Technical Note" American Journal of Neuroradiology, 26:1170-1173, May 2005SCI 12. W-C. Wu, C-C. Huang, H-W. Chung, M. Liou, C-J. Hsueh, C-S. Lee, M-L. Wu, and C-Y. Chen "Hippocampal Alterations in Children with Temporal Lobe Epilepsy with or without a History of Febrile Convulsions: Evaluations with MR Volumetry and Proton MR Spectroscopy" American Journal of Neuroradiology, 26:1270-1275, May 2005SCI Conference Papers 國際會議 1. T-C. Chao, T-H. Lin, M-L. Wu "A Cascade Deep Network to Improve Parallel MRI Reconstruction" AAPM 61th meeting, San Antonio, Texas, USA 2019MOST 107-2221-E-006-075-MY2 2. C-C. Tsai, T-C. Chao, M-H. Ho, Y-J. Liu, M-L. Wu "Thin Slab Cerebral Quantitative Susceptibility Mapping" ISMRM 26th meeting, Paris, France 2018MOST 106-2221-E-006-068- 3. T-L. Wu, C-L. Cheng, M-T. Wu, M-L. Wu, T-C. Chao "Accelerated Free Breathing Cardiac Cine Imaging with PROPELLER and GRAPPA" ISMRM 23th meeting, Toronto, Canada 2015 4. Y-L. Li, T-C. Chao, M-L. Wu "Analyzing Brain Networks in Motor fMRI Using Anatomically Weighted Functional Connectivity" IFMIA, Tainan, Taiwan 2015 5. I-J. Chen, Y-H. Cheng, T-C. Chao, M-L. Wu "Effects of Temporal Resolution on Granger Causality Analysis in Auditory-Motor fMRI" ISMRM 22th meeting, Milan, Italy 2014 6. C-K. Wang, P-Y. Lin, T-C. Chao, M-L. Wu "Automatic Artifact Detection and Image Quality Assessment for Quantitative Susceptibility Mapping" ISMRM 22th meeting, Milan, Italy 2014 7. Y-H. Cheng, I-J. Chen, T-C. Chao, M-L. Wu "Evaluating Effective Connectivity in Auditory-Motor fMRI Using Dynamic Granger Causality Analysis" ISMRM 22th meeting, Milan, Italy 2014 8. Y-L. Wu, S-M. Huang, S-L. Peng, Y-C. Wu, T-C. Yang, J-C. Hsu, M-L. Wu, F-N. Wang "Resting State Network in ADHD Rat Model Using Group ICA" ISMRM 21th meeting, Salt Lake City, USA 2013 9. P-H. Wu, C-W. Ko, M-L. Wu, and H-W. Chung "Effects of Flip Angle Profile in T2 Quantification Using 3D Dual Echo Steady-State (DESS)" ISMRM 21th meeting, Salt Lake City, USA 2013 10. I-J. Chen, Y-H. Cheng, T-C. Chao, P-H. Lai, F-N. Wang, and M-L. Wu "Effective Brain Connectivity Among Resting-State Networks: A Frequency Dependent Granger Causality Analysis" ISMRM 21th meeting, Salt Lake City, USA 2013 11. S-F. Liang, T-H. Hsieh, P-Z. Chen, M-L. Wu, C-C. Kung, C-Y. Lin, F-Z. Shaw "Differentiation between resting-state fMRI data from ADHD and normal subjects: Based on functional connectivity and machine learning" Fuzzy Theory and it's Applications (iFUZZY), International Conference on, pp.294,298, 2012 12. C-J. Juan, Y-J. Liu, Y-H. Lee, T-Y. Huang, F-N. Wang, M-L. Wu "To Investigate the Cerebral Vasomotor Reactivity by CO2 Stimulus Using Cine PCMRI" ISMRM 20th meeting, Melbourne, Australia 2012 13. H-C. Chang, N-K. Chen, T-C. Chuang, C-J. Juan, M-L. Wu, H-W. Chung "PROPELLER-EPI improved by 2D phase cycled reconstruction" ISMRM 20th meeting, Melbourne, Australia 2012 14. M-L. Wu, H-C. Chang, T-C. Chao, P-H. Wu, and N-K. Chen "Midbrain nuclei visualization improved by susceptibility-enhanced 3D inversed Double Echo Steady State (iDESS) imaging" ISMRM 20th meeting, Melbourne, Australia 2012 15. P-H. Wu, H-W. Chung, M-L. Wu, T-C. Chuang, T-C. Chao "Brain fMRI with dual echo steady-state (DESS) imaging: preliminary findings on signal behavior and flip-angle dependency" ISMRM 20th meeting, Melbourne, Australia 2012 16. Y-W. Tang, T-Y. Huang, M-L. Wu, C-W. Ko "An automatic real-time feedback calibration of RF phase cycling by off-resonance weighted imaging sequence" ISMRM 20th meeting, Melbourne, Australia 2012 17. M-L. Wu, and N-K. Chen "Midbrain Nuclei Visualization Improved by Susceptibility-enhanced 3D Multi-echo SSFP for Deep Brain Stimulation Guidance" ISMRM 18th meeting, Stockholm, Sweden 2010 18. M-L. Wu, and N-K. Chen "Artifact-free and Multi-contrast SSFP Imaging Achieved in a Single Acquisition" ISMRM 17th meeting, Hawaii, USA 2009 19. T-C. Chao, B. Madore, M-L. Wu, J. Yuan, and H-W. Chung "Incorporating Self-Referenced Information Into Compressed Sensing in Dynamic Imaging" ISMRM 17th meeting, Hawaii, USA 2009 20. O. Afacan, W.S. Hoge, D.H. Brooks, J. Yuan, M-L. Wu, L.P. Panych, and I.A. Morocz "A Method to Increase Temporal Resolution in 3D-EPI fMRI Using UNFOLD" ISMRM 17th meeting, Hawaii, USA 2009 21. M-L. Wu, L.P. Panych, and N-K. Chen "Optimizing 3D EPI with k-space Energy Spectrum Analysis (KESA)" ISMRM 16th meeting, Toronto, Canada 2008 22. P-H. Wu, T-Y. Huang, M-L. Wu, H-S. Liu, H-W. Chung, and C-Y. Chen "Transition-Band SSFP fMRI with Increased Spatial Coverage: Slice-Dependent Frequency Adjustments in a Bilateral Motor Activation Experiment" ISMRM 16th meeting, Toronto, Canada 2008 23. P-H. Wu, T-Y. Huang, M-L. Wu, H-S. Liu, H-W. Chung, and C-Y. Chen "Improvements in Sweep Scans for Frequency Adjustments in SSFP fMRI Using Coarse Sampling with Cubic Spline Interpolation" ISMRM 16th meeting, Toronto, Canada 2008 24. M-L. Wu, P-H. Wu, T-Y. Huang, Y-Y. Shih, M-C. Chou, H-S. Liu, H-W. Chung, and C-Y. Chen "SSFP fMRI at 0.37 mm3 Voxel Volume: Effects of Spatial Resolution on SNR and Functional Sensitivity" ISMRM 15th meeting, Berlin, Germany 2007 25. M-L. Wu, T-Y. Huang, P-H. Wu, Y-Y. Shih, M-C. Chou, H-S. Liu, H-W. Chung, and C-Y. Chen "Automatic Slice-dependent Frequency Adjustments for SSFP fMRI" ISMRM 15th meeting, Berlin, Germany 2007 26. P-H. Wu, M-L. Wu, T-Y. Huang, and H-W. Chung "SSFP fMRI with Parallel Interleaved Multiple Frequency Acquisition" ISMRM 15th meeting, Berlin, Germany 2007 27. M-L. Wu, T-Y. Huang, P-H. Wu, M-C. Chou, C-Y. Chen, and H-W. Chung "Frequency Stabilization Using Finite Impulse Response Filtering for BOSS fMRI at 3T" ISMRM 14th meeting, Seattle, USA 2006 28. P-H. Wu, M-L. Wu, T-Y. Huang, and H-W. Chung "Transient State BOSS fMRI for a Further Increase in Sensitivity" ISMRM 14th meeting, Seattle, USA 2006 29. M-C. Chou, H-W. Chung, T-Y. Huang, H-S. Liu, C-Y. Wang, M-L. Wu, and C-Y. Chen "Q-Ball Imaging with PROPELLER Acceleration" ISMRM 14th meeting, Seattle, USA 2006 30. Y-R. Lin, S-Y. Tsai, T-Y. Huang, M-L. Wu, C-Y. Chen, H-W. Chung, N-K. Chen and K. Kwong "Double-Sampled EPI in fMRI: A Ghost-Free Acquisition Method with Inherent Field Map Correction Capability" ISMRM 14th meeting, Seattle, USA 2006 31. M-L. Wu, Y-J. Liu, M-C. Chung, K-H. Chuang, H-W. Chung, and C-Y. Chen "Cascaded ICA-clustering Networks for MRI Analysis: Preliminary Results from Brain Perfusion Images" ESMRMB 22th meeting, Basel, Switzerland 2005 32. M-L. Wu, Y-J. Liu, C-J. Juan, H-W. Chung, and C-Y. Chen "Bayesian Component Number Estimation while Applying ICA to Functional MRI" ISMRM 13th meeting, Miami, USA 2005 33. M-C. Chou, M-L. Wu, H-W. Chung, C-Y. Wang, and C-Y. Chen "TENsor Deflection (TEND) Tractography with Sub-pixel Adaptive Step Size" ISMRM 13th meeting, Miami, USA 2005 34. M-L. Wu, S-Y. Tsai, Y-R. Lin, T-Y. Huang, M-T. Wu, H-W. Chung, C-Y. Chen, and H-B. Pan "MR Dynamic Contrast Pulmonary Images Analyzed by Independent Component Analysis: More Accurate Assessment of Pulmonary Perfusion" ISMRM 11th meeting, Toronto, Canada 2003 35. K-H. Chuang, M-T. Wu, H-W. Chung, M-L. Wu, and S-Y. Tsai "Novel Application of Model-free Analysis in the MR Assessment of Pulmonary Perfusion Dynamics" ISMRM 11th meeting, Toronto, Canada 2003 36. M-L. Wu, W-C. Wu, C-W. Ko, C-Y. Chen, and H-W. Chung "Angiogenesis in Cerebral Gliomas: T2* rCBV Map Versus Pathological Vascularity" ISMRM 8th meeting, Denver, USA 2000 37. M-L. Wu, W-C. Wu, H-W. Chung, and C-Y. Chen "A Simple Efficient Algorithm for Brain Segmentation on T1-weighted Images Employing Edge Detection" ISMRM 8th meeting, Denver, USA 2000 38. W-C. Wu, M-L. Wu, C-W. Ko, C-Y. Chen, and H-W. Chung "Comparison of Volumetry and Proton MRS in Hippocampi of Children with History of Febrile Convulsion and/or Temporal Lobe Epilepsy" ISMRM 8th meeting, Denver, USA 2000 39. W-C. Wu, M-L. Wu, C-W. Ko, C-Y. Chen, and H-W. Chung "Regional Discrepancy of Apparent Diffusion Coefficient in Cerebral Gliomas: Correlation with Tumor rCBV and CSI" ISMRM 8th meeting, Denver, USA 2000 40. C-W. Ko, W-C. Wu, M-L. Wu, C-Y. Chen, and H-W. Chung "Preoperative Differentiation of Benign from Malignant Cerebral Glioma using Perfusion EPI and CSI: Preliminary Results" ISMRM 8th meeting, Denver, USA 2000 國內會議 1. T-Y. Huang, M-L. Wu, Y-D. Lin, and H-W. Chung "Implementation of Fax-ECG System" Annual Symposium of the Biomedical Engineering Society, Taipei, R.O.C. 1998 |
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