歡迎光臨 國立中央大學生醫科學與工程學系

專長：人工智慧、醫學影像處理
連絡電話：03-4227151轉27722
E-mail：adamhuan@gmail.com
 

經歷
國立中央大學 數據分析方法研究中心 副研究員 自 2014/08 ~ 2019/6
國立中央大學 數據分析方法研究中心 助理研究員 自 2008/08 至 2014/07
國立中央大學 生物醫學工程研究所 兼任助理教授 自 2012/08 至 2014/07
臺大醫院 影像醫學部 博士後研究員 自 2006/11 至 2008/07
美國國家健康研究院(NIH/CC) 放射診斷科 博士後研究員 自 2004/02 至 2006/10
中華民國海軍 電機下士 自 1991/10 至 1993/08
 
學歷
美國亞利桑那州立大學 電腦科學博士 自 1999/08 至 2003/05
美國亞利桑那州立大學 電腦科學碩士 自 1996/08 至 1999/05
美國紐約大學坦登工程學院 電機工程碩士 自 1994/09 至 1996/01
國立清華大學 電機工程學士 自 1987/09 至 1991/06
 
著作
1. Adam Huang (黃輝揚)*, Chung-Wei Lee, Chung-Yi Yang, Hon-Man Liu. (Submitted)
Volume visualization for improving CT lung nodule detection. 2019 IEEE International
Engineering in Medicine and Biology Conference (EMBC’19), to be hold in Berlin,

Germany, July 23-27, 2019.

2. Adam Huang (黃輝揚)*, Chung-Wei Lee, Hon-Man Liu. (Accepted) Curve fitting criteria
to determine arterial input function for MR perfusion analysis. 2019 IEEE International
Symposium on Biomedical Imaging (ISBI’19), to be hold in Venice, Italy, April 8-11,

2019.

3. B.-C. Lee, Y.-H. Lin, C.-W. Lee*, H.-M. Liu, A. Huang. Prediction of borderzone
infarction by CTA in patients undergo carotid embolization for carotid blowout. American

Journal of Neuroradiology, vol. 39, pp. 1280-1285, 2018.

4. Min-Yin Liu, Adam Huang (黃輝揚)*, Norden E. Huang. Evaluating and improving
automatic sleep spindle detection by using multi-objective evolutionary algorithms.

Frontiers in Human Neuroscience, doi: 10.3389/fnhum.2017.00261, May 2017.

5. Adam Huang(黃輝揚), Min-Yin Liu, Chung-Wei Lee, Hon-Man Liu*. Smooth bandpass
empirical mode decomposition with rolling ball sifting for extracting carotid bruits and
heart sounds, in Proc. IEEE International Engineering in Medicine and Biology
Conference (EMBC’17), Seogwipo, South Korea, July 11-15, 2017.
6. Adam Huang(黃輝揚), Chung-Wei Lee, Hon-Man Liu*. Rolling ball sifting algorithm for
the augmented visual inspection of carotid bruit auscultation, Scientific Reports, 6:30179,

July 2016.

7. Adam Huang(黃輝揚)*, Min-Yin Liu, Wei-Te Yu. Bandpass empirical mode
decomposition using a rolling ball algorithm, Advances in Adaptive Data Analysis, 7(1),
1550003, Sep 2015.
8. Wen-Yu Chang, Adam Huang(黃輝揚), Yin-Chun Chen, Chi-Wei Lin, John Tsai, Chung-
Kai Yang, Yin-Tseng Huang, Yi-Fan Wu, Gwo-Shing Chen*. The feasibility of using
manual segmentation in a multifeature computer-aided diagnosis system for classification
of skin lesions: a retrospective comparative study, BMJ Open, 5(4), e007823, May 2015.
9. Chung-Wei Lee, Chung-Yi Yang, Ya-Fan Chen, Adam Huang(黃輝揚), Yao-Hon Wand,
Hon-Man Liu*. CT angiography findings in carotid blowout syndrome and its role as a
predictor of one-year survival. American Journal of Neuroradiology, vol. 35, pp. 562-567,

March 2014.

10. Adam Huang (黃輝揚)*, Wen-Yu Chang, Cheng-Han Hsieh, Hsin-Yi Liu, Gwo-Shing
Chen. Evaluation of a computer-aided skin cancer diagnosis system for conventional

digital photography with manual segmentation, in Proc. SPIE Medical Imaging 2014.

11. Wen-Yu Chang, Adam Huang(黃輝揚), Chung-Yi Yang, Chien-Hung Lee, Yin-Chun
Chen, Tian-Yau Wu, Cwo-Shing Chen*. Computer-Aided Diagnosis of Skin Lesions
Using Conventional Digital Photography: A Reliability and Feasibility Study. PLoS One,

8(11), e76212,1-9, Nov 2013.

12. Adam Huang (黃輝揚)*, Shun-Yuen Kwan, Wen-Yu Chang, Min-Yin Liu, Min-Hsiu Chi,
Gwo-Shing Chen. A robust hair segmentation and removal approach for clinical images

of skin lesions, in Proc. IEEE EMBC’13, 2013:3315-3318.

13. Adam Huang (黃輝揚)*, Wen-Yu Chang, Hsin-Yi Liu, Gwo-Shing Chen. Capillary

detection for clinical images of basal cell carcinoma, in Proc. IEEE ISBI’12, April 2012.

14. Shao-Hui Chuang, Xiaoyan Sun, Wen-Yu Chang, Gwo-Shing Chen, Adam Huang (黃輝
揚), Jiang Li, Frederic D. McKenzie. BCC skin cancer diagnosis based on texture

analysis techniques, in Proc. SPIE Medical Imaging 2011.

15. Huang A(黃輝揚), Li J, Summers RM*, Petrick N, Hara AK. Improving polyp detection
algorithms for CT colonography: Pareto front approach. Pattern Recognition Letters

2010; 31(11):1461-1469.

16. Lee CW, Huang A(黃輝揚), Wang YH, Yang CY, Chen YF, Liu HM*, Intracranial dural
arteriovenous fistulas: Diagnosis and evaluation with 64-detector row CT angiography.

Radiology 2010; 256:219-228.

17. Huang A(黃輝揚), Lee CW, Yang CY, Liu MY, Liu HM*. Using Standard Nonenhanced
Axial Scans for Cerebral CT Angiography Bone Elimination: Feasibility Study.
Investigative Radiology 2010; 45(5): 225-232.
18. Huang A(黃輝揚), Lee CW, Yang CY, Liu HM*. Improving visualization of intracranial
arteries at the skull base for CT angiography with calcified plaques, in Proc. SPIE

Medical Imaging 2010.

19. Huang A(黃輝揚), Liu HM*, Lee CW, Yang CY, Tsang YM. On 3D simple point
characterizations: a marching cubes paradigm. IEEE Transactions on Medical Imaging

2009; 28(1):43-51.

20. Jiang Li, Adam Huang(黃輝揚), Jack Yao, Jiamin Liu, Robert L. Van Uitert, Nicholas
Petrick, Ronald M. Summers*. Optimizing computer-aided colonic polyp detection for
CT colonography by evolving the Pareto front, Medical Physics, vol. 36, pp. 201-212, Jan

2009.

21. Gregory M. Nielson*, Li-Yan Zhang, Kun Lee, Adam Huang(黃輝揚). Spherical
parameterization of marching cubes isosurfaces based upon nearest neighbor coordinates,

Journal of Computer Science and Technology, vol. 24, pp. 30-38, Jan 2009.

22. Adam Huang(黃輝揚) and Ronald M. Summers. Computer Processing Methods or
Virtual Endoscopy. Handbook of Medical Image Processing and Analysis. (Book chapter,

Jan 2009)

23. Yang CY, Chen YF, Lee CW, Huang A(黃輝揚), Yun S, Wei C, Liu HM*. Multiphase CT
angiography versus single-phase CT angiography: comparison of image quality and
radiation dose, American Journal of Neuroradiology, vol. 29, pp. 1288-1295, Aug 2008.
24. Li J, Van Uiter R, Petrick N, Yao J, Franaszek M, Huang A(黃輝揚), Summers RM*.
Wavelet method for CT colonography computer-aided polyp detection, Medical Physics,

vol. 35, pp. 3527-3538, Aug 2008.

25. Gregory M. Nielson*, Liyan Zhang, Kun Lee, Adam Huang(黃輝揚). Parameterizing
marching cubes isosurfaces with natural neighbor coordinates, in Proc. GMP’08, pp. 315-

328, Hangzhou, China, April 23-25, 2008.

26. A. Huang(黃輝揚), D. Roy, R.M. Summers*, M. Franaszek, N. Petrick, J.R. Choi, and
P.J. Pickhardt. Teniae Coli-Based Circumferential Localization System for CT

Colonography: Feasibility Study. Radiology 2007, 243(2):551-560.

27. Adam Huang(黃輝揚), Jiang Li, Ronald M. Summers*, Nicholas Petrick, Amy K. Hara.
Using Pareto fronts to evaluate polyp detection algorithms for CT colonography, in Proc.

SPIE Medical Imaging 2007.

28. Jiang Li, Adam Huang(黃輝揚), Nicholas Petrick, Jianhua Yao, Ronald M. Summers*.
Validating Pareto optimal operation parameters of polyp detection algorithms for CT

colonography, in Proc. SPIE Medical Imaging 2007.

29. Ronald M. Summers*, Adam Huang(黃輝揚), Jack Yao, et al. Assessment of polyp and
mass histopathology by intravenous contrast-enhanced CT colonography, Academic

Radiology, vol. 13, pp. 1490-1495, Dec 2006.

30. Li J, Franaszek M, Petrick N, Yao J, Huang A(黃輝揚), Summers RM. Wavelet method
for CT colonography computer-aided polyp detection, in Proc. IEEE ISBI’06, April 2006.
31. Li J, Huang A(黃輝揚), Yao J, et al. Automatic colonic polyp detection using multi-
objective evolutionary techniques, in Proc. SPIE Medical Imaging 2006.
32. A. Huang(黃輝揚)*, G. M. Nielson, A. Razdan, G. E. Farin, D. P. Baluch, and D. G.
Capco. Thin Structure Segmentation and Visualization in Three-Dimensional Biomedical
Images: A Shaped-based Approach. IEEE Transactions on Visualization and Computer

Graphics, vol. 12, no. 1, pp. 93-102, Jan. 2006.

33. Adam Huang(黃輝揚), Dave Roy, Marek Franaszek, Ronald M. Summers*. Teniae coli
guided navigation and registration for virtual colonoscopy, in Proc. IEEE Vis’05, Oct

2005.

34. Adam Huang(黃輝揚) and Gregory M. Nielson. A comparison of weighted average
methods for computing normal to marching cubes isosurfaces, in Proc. VMV 2003.
35. Gregory M. Nielson*, Gary Graf, Ryan Holmes, Adam Huang(黃輝揚), Mariano
Phielipp. Shrouds: optimal separating surfaces for enumerated volumes, in Proc.

VISSYM’03, Grenoble France, May 26-28, 2003.

36. Adam Huang(黃輝揚)*, Gregory M. Nielson, Anshuman Razdan, Gerald E. Farin, David
G. Capco, D. Page Baluch. Line and net pattern segmentation using shape modeling, in

Proc. Electronic Imaging 2003.

37. Adam Huang(黃輝揚) and Gregory M. Nielson. Surface approximation to point cloud
data using volume modeling, Data Visualization: The State of the Art 2003. (Book

chapter)

38. Gregory M. Nielson*, Adam Huang(黃輝揚), Steve Sylvester. Approximation normal for
marching cubes applied to locally supported isosurfaces, in Proc. IEEE Vis’02, Oct 2002.

科技部計畫
混合式骨減影頭部電腦斷層血管攝影之臨床應用軟體開發(2/2) 擔任:共同主持人
日期:2018/05/01~2019/04/30 
混合式骨減影頭部電腦斷層血管攝影之臨床應用軟體開發(1/2) 擔任:共同主持人
日期:2017/05/01~2018/05/31 
改進經驗模態分解法擷取間歇性生醫訊號的正確性 擔任:主持人
日期:2016/08/01~2017/07/31 
生醫影像中細微結構的增顯方法 擔任:主持人
日期:2012/08/01~2013/07/31 
使用三維匹配篩檢程式來做血管影像分割 擔任:主持人
日期:2011/08/01~2012/07/31 
發展電腦斷層血管造影之電腦輔助分析系統 擔任:主持人
日期:2009/06/01~2010/07/31 

專利
1. 美國專利號碼 7570986. Teniae coli guided navigation and registration for virtual
colonoscopy.
2. 美國專利號碼 US 8452067 B2. Method for generating bone mask.
3. 美國專利. Noninvasive arterial condition detecting method, system, and non-transitory
computer readable storage medium. (申請號 14/490,660,已通過等待發照)
4. 中華民國專利號碼 I 429419. 產生骨罩之方法。
5. 新加坡專利號碼 10201503259P. Noninvasive arterial condition detecting method,
system, and non-transitory computer readable storage medium.