研討會論文簡介
人工智慧與科學計算實驗室專注於人工智慧技術在醫學影像分析上的應用，特別是在磁振造影（MRI）領域。過去五年，我們於國際會議發表多項具突破性的研究，致力於開發與驗證深度學習模型，涵蓋影像分割與分類、放射組學分析，以及心臟與腦部疾病診斷的改進。近期成果包括在 2025 年 ISMRM 年會發表的「BRNet」模型，可有效去除腦電圖中的心衝擊波干擾，以及「FuseMorph」與「DeepVBM」技術，提升 MRI 3D T1 影像的對位與體素形態學分析的效率與準確性。此外，「NERVE」與多任務學習方法實現了 169 個腦區的高效分割。在心臟影像方面，我們開發基於深度學習的系統（如 Virtual MOLLI 與 LocalNet），提升 T1 圖的精確度，並運用放射組學特徵預測法布里氏病與修復後法洛氏四重症患者的病程進展與手術風險。在腦部研究中，U-Net 模型應用於 EPI 分割，以提升擴散影像分析的準確度，加速皮質厚度映射，並在腦腫瘤的自動分類與分割方面屢獲國際挑戰賽獎項。此外，我們開發的品質評估指標可提升心臟 MRI 分割的可靠性，同時，我們的中風 DWI 影像分割模型展現出超越人類觀察者的一致性。這些研究不僅在技術上取得重要突破，也在國際競賽中獲得高度肯定。未來，我們將持續探索 AI 在醫學診斷中的潛力，為臨床診療提供更精準且高效的支援。
1. Wang IC, Huang TY, Lee HJ, Lin FH, "BRNet: Ballistocardiogram Artifact Removal in EEG Acquired Inside MRI via Deep Learning", 2025 ISMRM & ISMRT Annual Meeting & Exhibition Honolulu, Hawaiʻi, USA
2. Sun PM, Huang TY, Chuang TC, Lin YR, Chung HW, "FuseMorph: accurate and time-efficient MRI 3D T1 Image deformable registration with iterative search and deep learning", 2025 ISMRM & ISMRT Annual Meeting & Exhibition Honolulu, Hawaiʻi, USA
3. Sun PM, Huang TY, Chuang TC, Lin YR, Chung HW, "DeepVBM: Implementing and Integrating Deep-Learning Models for Time-Efficient and Accurate Voxel-Based Morphology in an Open-Source Toolbox", 2025 ISMRM & ISMRT Annual Meeting & Exhibition Honolulu, Hawaiʻi, USA
4. Chen PS, Huang TY , Lin YR, Chuang TC, Chung HW, "NERVE: Neuroimaging Embedding Representation via Variational Encoding", 2025 ISMRM & ISMRT Annual Meeting & Exhibition Honolulu, Hawaiʻi, USA
5. Chen PC, Huang TY, Lin YR, Chuang TC, Chung HW, "Multi-Task Learning with Hierarchical Label Consolidation for Efficient and Accurate Brain MRI Segmentation of 169 Regions", 2025 ISMRM & ISMRT Annual Meeting & Exhibition Honolulu, Hawaiʻi, USA
6. Liao YC, Huang TY, Chen JX, Yu JJ, "Validation of U-Net models for direct EPI Segmentation of brain MRI: towards faster and accurate diffusion Analysis", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, Singapore.
7. Yu JJ, Pan NY, Wu MT, Huang TY, Chen JX, Liao YC, "Improving the Accuracy of Cardiac T1 Maps with a Deep Learning-Based System: Virtual MOLLI Target and LocalNet", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, Singapore.
8. Chen JX, Huang TY, Liao YC, Yu JJ, "Accelerated Cortical Thickness Mapping Using Deep Learning", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, Singapore.
9. Chiu PH, Wu MT, Peng JH, Pan NY, Huang TY, Peng HH, "Radiomics Analysis of Cardiovascular Magnetic Resonance Images in Patients with Fabry Disease", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, Singapore.
10. Chiu PH, Wu MT, Peng JH, Pan NY, Huang TY, Peng HH, "Radiomic Analysis of CMR for Prediction of Left Ventricular Wall Thickness Changes in Patients with Fabry Disease", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, Singapore.
11. Peng JH, Wu MT, Pan NY, Huang TY, Liu YJ, Weng KP, Peng HH, "Native T1 Mapping Radiomics for Classifying Severity of Pulmonary Regurgitation in Patients with Repaired Tetralogy of Fallot", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, Singapore.
12. Peng JH, Wu MT, Pan NY, Huang TY, Liu YJ, Weng KP, Peng HH, "Native T1 Mapping Radiomics for Classification of Pulmonary Valve Replacement Risk Factors in Patients with Repaired Tetralogy of Fallot", 2024 ISMRM & ISMRT Annual Meeting & Exhibition, , Singapore.
13. Peng JH, Wu MT, Pan NY, Huang TY, Liu YJ, Weng KP, Peng HH, "Radiomics-Based Classification of Patients with Repaired Tetralogy of Fallot by Cardiac Magnetic Resonance", 2023 ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, Canada.
14. Peng JH, Wu MT, Pan NY, Huang TY, Liu YJ, Weng KP, Peng HH, "Radiomics-Based Classification of Severe Pulmonary Regurgitation in Patients with Repaired Tetralogy of Fallot by Cardiac Magnetic Resonance", 2023 ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, Canada.
15. Peng JH, Wu MT, Pan NY, Huang TY, Liu YJ, Weng KP, Peng HH, "Can Radiomics Identify Severe Right Ventricular Dilation in Patients with Repaired Tetralogy of Fallot by LV Cardiac Magnetic Resonance Images?", 2023 ISMRM & ISMRT Annual Meeting & Exhibition, Toronto, Canada.
16. Lin SC, Juan CJ, Li YH, Tsai MT, Liu CH, Peng HH, Huang TY, Liu YJ, Chang CC, "Better Inter-observer agreement for Stroke Segmentation on DWI in Deep Learning Models than Human Experts", Joint Annual Meeting ISMRM-ESMRMB & ISMRT 31st Annual Meeting, 07-12 May 2022, London, England, UK
17. Wu PC, Lin ZS, Huang TY, "Quality prediction score: predicting the CNN-based segmentation performance for cine cardiac MR images", ISMRM & SMRT Virtual Conference, 08-14 August 2020
18. Chan HW., Weng YT., Huang TY. (2020) "Automatic Classification of Brain Tumor Types with the MRI Scans and Histopathology Images. " In: Crimi A., Bakas S. (eds) Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2019. Lecture Notes in Computer Science, vol 11993. Springer, Cham. https://doi.org/10.1007/978-3-030-46643-5_35 (Oral Presentation, Second prize for the CPM RadPath challenge)
19. Weng YT., Chan HW., Huang TY. (2020) "Automatic Segmentation of Brain Tumor from 3D MR Images Using SegNet, U-Net, and PSP-Net. " In: Crimi A., Bakas S. (eds) Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2019. Lecture Notes in Computer Science, vol 11993. Springer, Cham. https://doi.org/10.1007/978-3-030-46643-5_22
20. Chang YJ, Juan CJ, Liu YJ, Huang TY, "Detection of malignant parotid gland tumors using multi-modality MRI and deep learning: diffusion versus T1 contrast-enhanced imaging", ISMRM 27th, 11-16 May 2019 (#1246, Oral Presentation)
21. Lin ZS, Huang TY, "Fully automatic segmentation of cine cardiac MR images based on deep learning: an open-source toolbox with a failure alarm mechanism", ISMRM 27th, 11-16 May 2019 (#2139)
22. Chang YJ, Lin ZS, Yang TL, Huang TY, "Automatic segmentation of brain tumor from 3D MR images using a 2D convolutional neural network", MICCAI 2018: Multimodal Brain Tumor Segmentation Challenge 2018
23. Chun CY, Huang TY, Chung HW, "Single breath-hold MR T1-mapping in the heart: comparison of hybrid MOLLI and MOLLI53", ISMRM, 16-21 June 2018 (#2916)
24. Ou YN, Yang TL, Huang TY, Wu MT, "Automatic bullseye analysis of myocardial T1 values: a segmentation approach based on deep learning", ISMRM, 16-21 June 2018 (#2981)
25. Yang TL, Ou YN, Huang TY, "Automatic segmentation of brain tumor from MR images using SegNet: selection of training data sets", MICCAI 2017: Multimodal Brain Tumor Segmentation Challenge 2017
26. Chao TC, Cheng YC, Wu WC, Peng HH, Chuang TC, Chung HW, Huang TY, Liu YJ, “Accelerated Time Resolved Phase Contrast Cerebral MRA to Evaluate Pulse Wave Velocity”, ISMRM 2017, 22-27 April (#4714)
27. Wang YW, Huang CY, Huang HH, Huang TY, “Fully automatic bullseye analysis on short-axis MOLLI mapping: LV segmentation and AHA 17 parcellation”, ISMRM 2017, 22-27 April (#4761)
28. Wang YW, Chen CN, Huang TY, Wu MT, “Fully automatic myocardial ECV mapping: deformable image registration, LV segmentation and a cloud computing pipeline”, ISMRM 2017, 22-27 April (#4762)
29. Chen HY, Chen CM, Huang TY, Chuang TC, “Machine-learning classification of ADHD with biomarkers of cerebral cortical thickness: parcellation schemes, gender effects and feature selection”, ISMRM 2017, 22-27 April (#2240)
30. Wang YW, Tsai YF, Huang TY, “Optimization of MOLLI reconstruction for free-breathing myocardial T1 imaging”, ISMRM 2017, 22-27 April (#2762)
31. Hsin-Yu Chen, Chia-Min Chen, Teng-Yi Huang, and Tzu-Chao Chuang “Selecting parcellation schemes for regional cortical thickness estimations using a machine learning approach” ISMRM 2017, 22-27 April (#2437)
32. Chen CN, Huang HH, Wu MT, and Huang TY "Automatic extracellular volume fraction mapping in the myocardium: multiple initial T1 values and deformable image registration combined with LV segmentation" ISMRM 2016 , 7-13 May (#3156), Singapore
33. Yang HT, Liu YJ,Chao TC, Wu WC, Huang TY, Cheng YC, Chung HW, Lin CC, Lin CW, and Shen WC, "To Investigate the Regional Functional Connectivity of DMN Alterations in Hypercapnia" ISMRM 2016 , 7-13 May (#3355), Singapore
34. Yang SY, Tseng YS, Huang TY, Wang FN, "A General Cloud Computing Framework for Medical Image Analysis, Part 1: Implementing the System", #3545, Annual Meeting of OHBM 2015, June 14-18, 2015 , Honolulu, Hawaii,
35. Tseng YS, Huang TY, Wang FN, Tsai SY, Liu YJ, "Field-gradient mapping and signal loss in echo-planar imaging: a regional analysis", Annual Meeting of OHBM 2015, June 14-18, 2015, Honolulu, Hawaii, #1872.
36. Liang CW, Yang SY, Tseng YS, Huang TY, Wang FN, "A General Cloud Computing Framework for Medical Image Analysis, Part 2: A pipeline for structural connectivity", Annual Meeting of OHBM 2015, June 14-18, 2015, Honolulu, Hawaii, #3539.Jhang SY, Huang TY “Noise reduction in CP-SSFP myocardial BOLD images: deformable image registration and temporal averaging”, Joint Annual Meeting ISMRM-ESMRMB 2014 , 10-16 MAY 2014, Milan, Italy
37. Tseng YS, Huang TY, Liu YJ, Lin YR, Tsai SY ”Functional connectivity of default mode network is underestimated due to signal loss in parahippocampal regions and its remedy”, Joint Annual Meeting ISMRM-ESMRMB 2014, 10-16 MAY 2014, Milan, Italy
38. Yang SY, Liang CW, Huang HH, Tsai SY, Huang TY “Noncontact physiological measurements using video recording inside an MRI scanner”. Joint Annual Meeting ISMRM-ESMRMB 2014, 10-16 MAY 2014, Milan, Italy
39. Chang PH, Tseng YH, Chen CJ, Chuang TC, Huang TY “Multimodal imaging classification of ADHD: brain functional connectivity and cortical thickness”Joint Annual Meeting ISMRM-ESMRMB 2014, 10-16 MAY 2014, Milan, Italy (Oral Presentation)
40. Tsai YC, Huang TY “Free-breathing abdominal IVIM imaging”, Joint Annual Meeting ISMRM-ESMRMB 2014, 10-16 MAY 2014, Milan, Italy
41. Cheng TC, Liu YJ, Lee YH ,Wu WC, Huang TY, Lin CC, Lin CW, and Shen WC "The Effect of Phase Cross-contamination by Partial Central K-space in Cine Phase Contrast MRI". Joint Annual Meeting ISMRM-ESMRMB 2014, 10-16 MAY 2014, Milan, Italy
42. Tsai PH; Chung HW; Huang TY; Chan WP; Chen CY; Tsa FY, "Accelerated T2* Measurements in Human Meniscus Using Projection Reconstruction with Data Sharing from Adjacent Echo" Joint Annual Meeting ISMRM-ESMRMB 2014, 10-16 MAY 2014, Milan, Italy
43. Hsu YC, Chu YH, Chern IL, Lattanzi R, Huang TY, Lin FH. “Mitigate B1(+) inhomogeneity by nonlinear gradients and RF shimming.” Conf Proc IEEE Eng Med Biol Soc. 2013 Jul;2013:1085-8. doi: 10.1109/EMBC.2013.6609693.
44. Tseng YS, Chang YW, Huang TY, "Visual Image Reconstruction of Brain Activities and Retinotopic Mapping: An Optimization method", International Society for Magnetic Resonance in Medicine, Salt Lake City, UA, U.S.A., 2013 (#2289)
45. Tseng YS, Huang TY, Tang YW, Lin YR, "Fully automatic calibration of trigger delay time for cardiac magnetic resonance imaging", International Society for Magnetic Resonance in Medicine, Salt Lake City, UA, U.S.A., 2013 (#1414)
46. Tang YW, Chuang TC, Chung HW, Huang TY, "A Fast Myocardial T1 mapping method compatible to MOLLI", International Society for Magnetic Resonance in Medicine, Salt Lake City, UA, U.S.A., 2013 (#1365)
47. Tsai PH, Huang TY, Chung HW, Tsai FY, Chan WP, "Quantitative T2* mapping of in vivo human meniscus using 2D duel echo radial sequence with minimal phase excitation pulse at 3 T", International Society for Magnetic Resonance in Medicine, Salt Lake City, UA, U.S.A., 2013 (#1672)
48. Lee YH, Liu YJ, Chang HC, Juan CJ, Huang TY, Wang FN, "To Investigate the Motion Artifact of Diffusion Weighted MRI in Parotid", International Society for Magnetic Resonance in Medicine, Salt Lake City, UA, U.S.A., 2013 (#2289)
49. Huang SM, Tsai SY, Huang TY, Wu YC, Wang FN, "Altered CEST Spectrum with Different Imaging Readout Schemes", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#4193)
50. Tang YW, Huang TY, Wu ML, Ko CW, "An Automatic Real-Time Feedback Calibration of RF Phase Cycling by Off-Resonance Weighted Imaging Sequence", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#2412)
51. Tsai JM, Huang TY, Peng HH, Wu YC, Wang FN, "An Automatic Real-Time Optimization of MT Off-Resonance Frequency", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#4259)
52. Wu YY, Tang YW, Peng HH, Ko CW, Chung HW, Huang TY, "Contributions of In-Plane CSF Flow to the Derivation of Intracranial Compliance: A Three-Direction Cine Phase-Contrast Flow Study.", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#3679)
53. Lin SC, Huang TY, Chen WS, Tsai JM, Wang MJ, Tseng WYI, Peng HH, "Different Indication of FLAIR, Contrast-Enhanced, and MTR Images on Tissues Ablated by High-Intensity Focused Ultrasound", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#1569)
54. Yeh CJ, Tseng YS, Huang TY, Tsai SY, "Grading Resting-State fMRI Datasets by Reweighted L1 Regression", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#2100)
55. Chang YW, Huang TY, "Retinotopy Using Multifocal fMRI with a Correlation-Based Approach", International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#2082)
56. Juan, Chun-Jung; Liu, Yi-Jui; Lee, Yi-Hsiung; Huang, Teng-Yi; Wang, Fu-Nien; Wu, Ming-Long,"To Investigate the Cerebral Vasomotor Reactivity by CO2 Stimulus Using Cine PCMRI" International Society for Magnetic Resonance in Medicine, Melbourne, Australia, 2012 (#1008)
57. W-M. Tseng, T-Y. Huang, Y-R. Lin, and M-T. Wu, “Accelerating pixel-by-pixel non-linear curve fitting using parallel computation on graphic processing units: Application to pulmonary perfusion mapping.” International Society for Magnetic Resonance in Medicine, Montreal, Canada, 2011 (#935)
58. P-H. Tsai, C. Li, J. Magland, T-Y. Huang, F. W. Wehrli, and H-W. Chung “Demonstration of meniscal fiber structure in vivo by radial imaging with minimal phase excitation and adiabatic fat suppression pulses at high field” International Society for Magnetic Resonance in Medicine, Montreal, Canada, 2011 (#1115)
59. Y-W. Tang, and T-Y. Huang “A real-time feedback optimization method for automatic calibration of functional sensitivity-band of transition-band bSSFP fMRI sequence” International Society for Magnetic Resonance in Medicine, Montreal, Canada, 2011 (#1631)
60. H-H. Peng, T-Y. Huang, W-M. Tseng, Y-H. Ding, H-W. Chung, W-S. Chen, and W-Y. I. Tseng “Real-time Monitoring of Temperature and Magnetization Transfer during HIFU Transmission and Long-term Follow-up of Magnetization Transfer Effect : in vivo rabbit investigations” International Society for Magnetic Resonance in Medicine, Montreal, Canada, 2011 (#3717)
61. H-H. Peng, T-Y. Huang, H-W. Chung, S-Y. Ju, Y-H. Yang, P-C. Chen, Y-H. Ding, W-S. Chen, and W-Y. I. Tseng "Simultaneous Monitoring of Temperature and Magnetization Transfer during HIFU Transmission: in vivo rabbit investigations" International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
62. Y-J. Liu, C-J. Juan, T-Y. Huang, H-W. Chung, and C-Y. Chen "Cerebral Blood Flow Change in One Heart Beat by CO2 Concentration using Retrospective PC MRI MeasurementsThe inter-scan variations of flow quantifications on human basilar artery" International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
63. S-Y. Ju, Y-W. Tang and T-Y. Huang "Accelerating the image registration of MRI volumes by modern GPGPU parallel computation" International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
64. P-H. Tsai, H-W. Chung, and T-Y. Huang "Optimization of human meniscus imaging using minimal phase RF pulse." International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
65. S-Y. Ju, Y-W. Tang, T-Y. Huang, and H-H. Peng "A study controlled the scan conditions with automatic slice positioning and the automatic lumen-area segmentation. " International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
66. Y-W. Tang, and T-Y. Huang "Automatic Z-shimming Based on A Real-time Feedback Optimization Framework in BOLD-EPI" International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
67. M-C. Chou, Y-W. Cheng, C-W. Ko, T-C. Chuang, F-N. Wang, T-Y. Huang, and H-W. Chung "Reduce blurring effects in PROPELLER QBI" International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
68. Y-H. Yang, T-Y. Huang, F-N. Wang, and N-K. Chen "Accelerating phase modulation for correcting EPI geometry distortion by modern GPGPU parallel computation." International Society for Magnetic Resonance in Medicine, Stockholm, Sweden, 2010
69. Huang, Yin-Cheng Kris; Huang, Teng-Yi; Chang, Hing-Chiu; Chung, Hsiao-Wen "The Effect of B0 Inhomogeneity on the SSFP Dixon Technique: A Comaprison of Variants " International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, 2009
70. Huang, Yin-Cheng Kris; Juan, Chun-Jung; Chang, Hing-Chiu; Liu, Hua-Shan; Huang, Teng-Yi; Chung, Hsiao-Wen; Chen, Cheng-Yu; Huang, Guo-Shu "Fast Multislice T2-Weighted Image Assessment of Brain with TIDE BSSFP Imaging" International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, 2009
71. Tsai, Yi-Lu; Huang, Teng-Yi "Measuring Task-Modulated Contrasts by Transition-Band BSSFP FMRI: A Rate-Dependence Study of Human Visual Cortical Response" International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, 2009
72. Lin, En-Li; Peng, Hsu-Hsia; Huang, Teng-Yi; Wang, Yu-Shun; Chen, Wen-Shiang; Tseng, Wen-Yih Isaac "Monitoring of HIFU Treatment Effectiveness by MR Imaging: An Ex-Vivo Studies with Multi-Spot Heating" International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, 2009
73. Huang, Yin-Cheng Kris; Huang, Teng-Yi; Wu, Wen-Chau; Liao, Ying-Po; Chung, Hsiao-Wen "On the Cause of Transient Off-Resonance Stopbands in TIDE BSSFP Imaging " International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, 2009
74. Tsai, Yi-Lu; Chen, Jyun-Wen; Huang, Teng-Yi; Peng, Hsu-Hsia; Chen, Wen-Shiang; Tseng, Wen-Yih Isaac "Proton Resonance Frequency Shift Weighted Imaging for the MR Monitoring of the Thermotherapy" International Society for Magnetic Resonance in Medicine, Honolulu, Hawaii, 2009
75. T-C. Chao, Y-J. Liu, T-Y. Huang, H-W. Chung, and C-Y. S. Chen “Multi-Slice High Resolution Cerebellum Diffusion Tensor Imaging Using Pre-IR Inner Volume Excitation” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
76. 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" , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
77. 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” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
78. Yin-Cheng Huang, Hsiao-Wen Chung, Teng-Yi Huang “TIDE bSSFP As A Fat-suppression Preparation” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
79. P-H. Tsai, T-Y. Huang, H-W. Chung, and G-S. Huang “Regional difference of diverse zones in human menisci investigated by quantitative T2 measurements” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
80. Shang-Yueh Tsai, Yi-Ru Lin, Teng-Yi Huang, Stefan Posse, and Fa-Hsuan Lin “Proton-Echo-Planar-Spectroscopic-Imaging (PEPSI) acquired using radial trajectory (rPEPSI)” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
81. Hsu-Hsia Peng , Teng-Yi Huang , Hsiao-Wen Chung, Chih-Ching Wu ,Wen-Shiang Chen, Wen-Yih Isaac Tseng “Monitoring of HIFU Treatment Effectiveness by MR Imaging: Advantage of the Magnetization Transfer Ratio over the Thermal Dose as Evidenced by Overheating Experiments” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
82. Tzu-Chao Chuang, Teng-Yi Huang, Fu-Nien Wang, Hsiao-Wen Chung “Advantages of long-axis PROPELLER EPI via k-space weighting: comparison of point spread function with short-axis PROPELLER EPI” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
83. Tzu-Chao Chuang, Fu-Nien Wang, Teng-Yi Huang, C-C. Wu, and Hsiao-Wen Chung “View-sharing PROPELLER with pixel-based optimal blade selection (POBS) for dynamic contrast-enhanced MRI” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
84. Fu-Nien Wang, Tzu-Chao Chuang, Teng-Yi Huang “PROPELLER EPI Using Asymmetric Blades: A Preliminary Study on Point Spread Function” , International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008
85. Yu-Shun Wang, Teng-Yi Huang, Chih-Ching Wu, Hsu-Hsia Peng, Wen-Shiang Chen, Wen-Yih Isaac Tseng "Auto-Tracking Self-Reference Temperature Mapping during HIFU Transmission: ex-vivo experiments and motion simulations" 16th meeting of International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2008.
86. C-J. Juan, T-T. Tzuo, Y-J. Liu, T-Y. Huang, H-S. Liu, C-Y. Wang, H-W. Chung, and C-Y. Chen, “Simultaneous Measurement of Cerebral Blood Volume, Cerebral Blood Flow, and Cerebral Blood Oxygenation after Hypercapnia Challenge: A Preliminary Result” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
87. J-S. Hsu, J-M. Lin, T. Y. Huang, Y-J. Liu, Y-R. Lin, and H-W. Chung, “Dynamic Cardiac Imaging Using Phase-Modulated Undersampled x-f Spectra from Multiple Cardiac Cycles” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
88. Fu-Nien Wang, Teng-Yi Huang, Tzu-Chao Chuang, Nan-Kuei Chen, Chen-Yu Chen, Hsiao-Wen Chung, and Kenneth K. Kwong, “PROPELLER EPI: Application to ASL Perfusion Imaging using FAIR”, International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
89. Fu-Nien Wang, Tzu-Chao Chuang, Teng-Yi Huang, Nan-Kuei Chen, Hsiao-Wen Chung, and Kenneth K. Kwong. “ Further investigation on the SNR and de-blurring effect of the weighting window on PROPELLER EPI reconstruction.” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
90. S-C. Chiu, T-Y. Huang, H-W. Chung, and N-K. Chen, “Correction for gradient-echo EPI distortions using embedded low-resolution field mapping and k-space energy spectrum analysis” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
91. Chun-Jung Juan, Yi-Jui Liu, Ming-Chung Chou, Chou-Yin Wang, Hua-San Liu, Te-Cheng Lai, Tsai-Tzung Tzuo , Teng-Yi Huang , Hsiao-Wen Chung, Cheng-Yu Chen, “Application of Geometrical Diffusion Tensor Imaging on Acute Ischemic Cerebral Infarction” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
92. H-H Peng , T-Y Huang, H-W Chung , C-C Wu ,W-S Chen , W-Y Tseng , “Simultaneous Monitoring of Temperature and Magnetization Transfer during HIFU Transmission: ex vivo experiments.” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007(Oral)
93. Shih YY, Huang TY, Peng HH, Chung HW, Chen CY, “Amide proton transfer (APT) imaging for the monitoring of heating treatment by high intensity focused ultrasound (HIFU): phantom experiments” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
94. T-C. Chao, Y-J. Liu, T-Y. Huang, F-N. Wang, H-W. Chung, M-T. Wu, and C-Y. S. Chen, “ High resolution diffusion tensor image using segmented FOV” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
95. Wu PH, Wu ML, Huang TY ,Chung, HW, “ SSFP fMRI with parallel interleaved multiple frequency acquisition“, International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
96. Huang TY, “Dixon Fat-Water separation by dual-TR bSSFP sequence” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
97. Wang CC, Huang TY “Self-gated PROPELLER cine cardiac imaging: Simultaneously tracking the cardiac pulsation and the respiratory motion” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
98. B. P. Poncelet-Belliveau, T-Y. Huang, and D. Sosnovik “Myocardial T2 imaging - Comparison of Free-Breathing T2-prepared Transient-State TrueFISP to Breath-Hold T2-prepared Segmented True FISP at 1.5T and 3T” International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
99. Y-J. Liu, C-J. Juan, T-C. Lai, T-T. Tzuo, T-Y. Huang, C-W. Ko, M-H. Yu, C-T.Chen, “Simultaneous and Quantitative Investigation of the Cerebral Arterial and Venous Vasomotor Reactivity Using Phase-Contrast Magnetic Resonance Imaging Technique: A Multi-fractional CO2 Inhalation Approach” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007.
100. J-S. Hsu, Y-R. Lin, Y-J. Liu, T. Y. Huang, and H-W. Chung, “Reconstruction of Dynamic Contrast-Enhanced MR Imaging using k-t BLAST” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
101. 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” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
102. M-L. Wu, T-Y. Huang, P-H. Wu, Y-Y. Shih, M-C. Chou, H-S. Liu, H-W. Chung, C-Y. Chen “Automatic slice-dependent frequency adjustments for SSFP fMRI” , International Society for Magnetic Resonance in Medicine, Berlin, Germany, 2007
103. Yu M, Tsai T, Liu YJ, Juan CJ, Huang TY, Ko CW “The Accuracy of Cerebral Blood Flow as Measured by Nontriggered 2D Phase Contrast MR Angiography in Human Arteries and Veins”, European Society for Magnetic Resonance in Medicine and Biology,Warsaw, PL,2006
104. Huang TY, Liu YJ, Juan CY, Chen CY, Poncelet BP, Kwong KK, “Respiratory self-gating with PROPELLER encoding: Application to free-breathing cardiac imaging,” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006 (Oral presentation )
105. Chou MC, Chung HW, Huang TY, Liu HS, Wang CY, Wu ML, Chen CY, “Q-ball imaging with PROPELLER acceleration” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006 (Oral presentation)
106. Huang YC, Huang TY, Chung HW, “T2-TIDE-bSSFP Imaging with Simple And Robust Fat Suppression,” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006 (Oral presentation)
107. Chuang TC, Huang TY, Wang FN, Lin YR, Kwong KK., Chung HW, “Data-sharing PROPELLER imaging for increased temporal resolution retaining spatial resolution and image contrast,” in International Society of Magnetic Resonance in Medicine,, 14th Annual Meeting, Seattle, U.S.A., 2006
108. Chuang TC, Huang TY, Wang FN, Lin FH, Ko CW, Chen CY, Kwong KK, Chung HW, “Image de-blurring of PROPELLER EPI using a k-space weighting scheme,” in International Society of Magnetic Resonance in Medicine,, 14th Annual Meeting, Seattle, U.S.A., 2006
109. Chuang TC, Tsai SY, Lin YR, Huang TY, Chao TC, Ko CW, Wu MT, Chung HW, “Stimulated echo induced misestimate on diffusion tensor indices and its remedies”, in International Society of Magnetic Resonance in Medicine,, 14th Annual Meeting, Seattle, U.S.A., 2006
110. Chang HC, Chuang TC, Huang TY, Chung HW, Chen CY, Wang FN, "PROPELLER EPI with Reversed Gradient Method for High Resolution DTI at 3.0T Without Field-Map Correction" in International Society of Magnetic Resonance in Medicine,, 14th Annual Meeting, Seattle, U.S.A., 2006
111. Chang HC, Huang TY, Chung HW, Chen CY, "A Modified Reversed Gradient Method Using the Displacement Map Concept for Geometric Distortion Correction in EPI" in International Society of Magnetic Resonance in Medicine,, 14th Annual Meeting, Seattle, U.S.A., 2006
112. Lin YR, Tsai SY, Huang TY, Wu ML, Cheng CY, Chung HW, Chen NK, Kwong KK, “Double-sampled EPI in fMRI: A ghost-free acquisition method with inherent field map correction capability,” in International Society of Magnetic Resonance in Medicine,, 14th Annual Meeting, Seattle, U.S.A., 2006
113. Wu PH, Wu ML, Huang TY, Chung HW, “ Transient state BOSS fMRI for a further increase in sensitivity,” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
114. Huang YC, Huang TY, Chung HW, Chen CY, “Modified T2-TIDE Sequence: A Preliminary Result,” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
115. Huang YC, Huang TY, Chuang TC, Chung HW, Chen CY, “Binomial Pulse Suppression to Reduce Ghosting Artifacts in Transient-State bSSFP Imaging,” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
116. Wu ML, Huang TY, Wu PH, Chou MC, Chen CY, Chung HW, “Frequency stabilization using finite impulse response filtering for BOSS fMRI at 3T” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
117. Liu YJ,Juan CJ , Hsu CH, Chou MC, Huang TY, Chung HW, Chen CY, “Diffusion Tensor MR Imaging: Analysis of Anisotropy Metrics in the Aging Brain,” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
118. Peng HH, Huang TY, Tseng WY, Chung HW ”Radial Flow-Gated Phase Contrast Imaging in Carotid Artery“in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
119. Peng HH, Huang TY, Chung HW, Wu CC, Chen WS, Tseng WY “Simultaneous Monitoring of Temperature and Magnetization Transfer for HIFU Treatment” in International Society of Magnetic Resonance in Medicine, 14th Annual Meeting, Seattle, U.S.A., 2006
120. Teng-Yi Huang, Alto Stemmer, Brigitte P. Poncelet,”Free-breathing T2-prepared Transient-state TrueFISP: Application to Myocardial T2 imaging” Proceedings of International Society of Magnetic Resonance in Medicine, 13th Annual Meeting, Miami Beach ,Florida ,U.S.A, 2005. (Oral presentation )
121. Tzu-Chao Chuang, Teng-Yi Huang, Fa-Hsuan Lin, Fu-Nien Wang, Cheng-Wen Ko, Hsiao-Wen Chung , K. Kwong, “PROPELLER EPI with Parallel Imaging on High Resolution DTI at 3T “Proceedings of International Society of Magnetic Resonance in Medicine, 13th Annual Meeting, Miami Beach ,Florida ,U.S.A, 2005. (Oral presentation )
122. Tzu-Chao Chuang, Teng-Yi Huang, Cheng-Wen Ko, Yi-Jui Liu, Cheng-Yu Chen, Hsiao-Wen Chung,”Stabilizing Transient-State TrueFISP” Proceedings of International Society of Magnetic Resonance in Medicine, 13th Annual Meeting, Miami Beach ,Florida ,U.S.A, 2005.
123. Hsu-Hsia Peng , Yen-Hung Lin , Hsiao-Wen Chung , Hsien-Li Kao , Teng-Yi Huang, Wen-Yih Isaac Tseng “Phase-contrast MR hemodynamic evaluation in basilar artery for posterior circulation ischemia: Preliminary reproducibility assessment using a three-point localization technique” Proceedings of International Society of Magnetic Resonance in Medicine, 13th Annual Meeting, Miami Beach ,Florida ,U.S.A, 2005.
124. Cheng-Wen Ko, Ting-Yi Chen, Teng-Yi Huang, Yi-Ru Lin, Hsiao-Wen Chung, Cheng-Yu Chen,"Increased slice aliasing artifacts in MR ventriculocisternography using 3D SSFP imaging" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004.
125. Ming-Chung Chou, Yi-Ru Lin, Teng-Yi Huang, Chao-Ying Wang, Hsiao-Wen Chung, Chen-Yu Chen "Effect of CSF suppression using the FLAIR technique on diffusion tensor MR tractography" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004.
126. Shang-Yueh Tsai, Mint-Ting Wu, Yi-Ru Lin, Teng-Yi Huang, Hsiao-Wen Chung,Kai-Sheng Hsieh "Bolus chasing -perfusion MR imaging to evaluate cardiopulomonary circulation in congrenital heart diseases using correlation analysis" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004.
127. Teng-Yi Huang, Kenneth K. Kwong, Hsiao-Wen Chung, Brigitte P. Poncelet "T2-prepared TrueFISP :Application to myocardial BOLD contrast imaging" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004.
128. Jingmin Mo , Virginie Callot , Teng-Yi Huang , Brigitte P. Poncelet , Timothy Gordon Reese
"A Rapid and Accurate Automated in-Vivo Shimming Application Integrated with the Siemens 1.5T and 3T Consoles" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004. (Oral presentation )
129. Fu-Nien Wang, Teng-Yi Huang, Fa-Hsuan Lin, Hsiao-Wen Chung, David S. Tuch, Ming-Chung Chou, Chen-Yu Chen, and Kenneth K. Kwong "PROPELLER EPI: Application to Diffusion Tensor Imaging" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004.
130. Fa-Hsuan Lin, Fu-Nien Wang, Teng-Yi Huang, Matti S. Hamalainen, Kenneth K. Kwong "Sensitivity Encoded Image Reconstruction Using Direct Regularization" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004.
131. Tzu-Chao Chuang ,Teng-Yi Huang, Fa-Hsuan Lin, Fu-Nien Wang, Hsiao-Wen Chung, Cheng-Yu Chen, Kenneth K. Kwong "Propeller EPI with SENSE parallel imaging using a circularly symmetric phase array RF coil" Proceedings of International Society of Magnetic Resonance in Medicine, 12th Annual Meeting, Kyoto, JAPAN, 2004. (Oral presentation )
132. Teng-Yi Huang ,Chao-Ying Wang ,Tzu-Chao Chuang ,Hsiao-Wen Chung ,Cheng-Yu Chen “Transient State TrueFISP”, Annual Meeting of International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2003
133. Yi-Ru LIN, Teng-Yi HUANG, Ming-Ting WU, Shang-Yueh TSAI, Hsiao-Wen CHUNG, Vu M. MAI, Cheng-Yu CHEN, Huay-Ben PAN, “Comparison arterial spin labeling and first-pass Gd-DTPA dynamic method for pulmonary perfusion imaging in healthy volunteers: The inflow spin-tracer saturation effect”, Annual Meeting of International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2003 (Oral presentation )
134. Shang-Yueh TSAI, Ming-Ting WU, Chung-Ching Huang, Yi-Ru LIN, Fu-Nien Wang, Teng-Yi HUANG, Hsiao-Wen CHUNG,“Assessing regional pulmonary perfusion using dynamic contrast-enhanced MR imaging with pulmonary artery and vein”, Annual Meeting of International Society for Magnetic Resonance in Medicine,Toronto, Canada, 2003
135. Ming-Long WU, Shang-Yueh TSAI, Yi-Ru LIN, Teng-Yi HUANG, Ming-Ting WU, Hsiao-Wen CHUNG, Cheng-Yu CHEN, Huay-Ben PAN, “MR Dynamic Contrast Pulmonary Images Analyzed by Independent Component Analysis: More Accurate Assessment of Pulmonary Perfusion”, Annual Meeting of International Society for Magnetic Resonance in Medicine, Toronto, Canada, 2003
136. Teng-Yi Huang, Cheng-Yu Chen , Hsiao-Wen Chung , Ming-Yen Chen, Lung-Hui Giiang, “ Is There Circadian Variation in Human Cerebrospinal Fluid Production? A High Temporal and Spatial Resolution 2D Cine Phase-Contrast MRI Study.” the 51th Ann. Meeting of Radiological Society of ROC, 2002
137. Yi-ru LIN, Teng-Yi HUANG, Ming-Ting WU, Hsiao-Wen CHUNG, Cheng-Yu CHEN, Huay-Ben PAN, Kai-Shen HSIEH, “Evaluation of Regional Pulmonary Perfusion Using IR-prepared Dynamic Contrast-Enhanced Magnetic Resonance Imaging of Pediatric Patients with Congenital Heart Diseases”, Proceedings of International Society of Magnetic Resonance in Medicine, 10th Annual Meeting, Honolulu, Hawai'i, USA, 2002.
138. Teng-Yi Huang, Ming-Yen Chen, Lung-Hui Giiang, Hsiao-Wen Chung, Cheng-Yu Chen ,” Quantification of CSF Circulation Volume in Healthy Adults:A high temporal and spatial resolution 2D Cine Phase-contrast MRI study.”, Proceedings of International Society of Magnetic Resonance in Medicine, 10th Annual Meeting, Honolulu, Hawai'i, USA, 2002.
139. Teng-Yi Huang , Ming-Yen Chen , Lung-Hui Giiang , Hsiao-Wen Chung, Cheng-Yu Chen ,”The elastance index for intracranial pressure estimation:A cine phase-contrast MR study with a fluid dynamics model”, Proceedings of International Society of Magnetic Resonance in Medicine, 10th Annual Meeting, Honolulu, Hawai'i, USA, 2002.
140. Teng-Yi HUANG, Ming-Yen CHEN, Hsiao-Wen CHUNG, Cheng-Yu Chen, “Quantification of CSF Circulation Volume in Healthy Adults using 2D CINE Phase Contrast MRI”, Joint Annual Scientific Meeting of the International Society of Magnetic Resonance in Medicine / European Society for Magnetic Resonance in Medicine and Biology, Glasgow, U.K. 2001
141. Yi-Ru Lin, Chih-Ning Chen, Teng-Yi Huang, Ming-Ting Wu, Hsiao-Wen Chung, "An ECG Simulator Designed for MRI Scanner Calibration" Annual Symposium of the Biomedical Engineering Society 2000, Taipei R.O.C
142. Teng-Yi Huang, Cheng-Wen Ko, Hsiao-Wen Chung " Lock-in Evoked Potential Estimation of Brain Activity During Flash Stimulation" Annual Symposium of the Biomedical Engineering Society 1999, Tainan R.O.C
143. Teng-Yi Huang , M.L. Wu, Y.-D. Lin , H.-W. Chung "Implementation of Fax-ECG System" Annual Symposium of the Biomedical Engineering Society 1998, Taipei, R.O.C