welcome to Department of Biomedical Sciences & Engineering.

Specialties：Artificial Intelligence、Signal and Image Processing
Contact Information：03-4227151 (27722)
E-mail：adamhuan@gmail.com

 

Experience

National Central University, Research Center for Data Analysis Methods Associate Researcher from 2014/08 to 2019/06
National Central University, Research Center for Data Analysis Methods Assistant Researcher from 2008/08 to 2014/07
National Central University, Institute of Biomedical Engineering Adjunct Assistant Professor from 2012/08 to 2014/07
National Taiwan University Hospital, Department of Medical Imaging Postdoctoral Researcher from 2006/11 to 2008/07

National Institutes of Health (NIH/CC), Radiology and Diagnostic Imaging Postdoctoral Researcher from 2004/02 to 2006/10

Republic of China Navy, Electrical Corporal from 1991/10 to 1993/08

Degree
Ph.D. in Computer Science, Arizona State University, USA from 1999/08 to 2003/05
M.S. in Computer Science, Arizona State University, USA from 1996/08 to 1999/05
M.S. in Electrical Engineering, Tandon School of Engineering, New York University, USA from 1994/09 to 1996/01
B.S. in Electrical Engineering, National Tsing Hua University, Taiwan, from 1987/09 to 1991/06

 
Journal Paper
1. Adam Huang*, 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*, 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*, 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, 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, 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*, 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, 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, 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*, 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, 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*, 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*, 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, Jiang Li, Frederic D. McKenzie. BCC skin cancer diagnosis based on texture

analysis techniques, in Proc. SPIE Medical Imaging 2011.

15. Huang A, 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, 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, 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, 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, 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, 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. 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 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, 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, 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. Parameterizing
marching cubes isosurfaces with natural neighbor coordinates, in Proc. GMP’08, pp. 315-

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

26. A. Huang, 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, 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, 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, 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, Summers RM. Wavelet method
for CT colonography computer-aided polyp detection, in Proc. IEEE ISBI’06, April 2006.
31. Li J, Huang A, Yao J, et al. Automatic colonic polyp detection using multi-
objective evolutionary techniques, in Proc. SPIE Medical Imaging 2006.
32. A. Huang*, 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, 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 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, Mariano
Phielipp. Shrouds: optimal separating surfaces for enumerated volumes, in Proc.

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

36. Adam Huang*, 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 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, Steve Sylvester. Approximation normal for
marching cubes applied to locally supported isosurfaces, in Proc. IEEE Vis’02, Oct 2002.

Ministry of Science and Technology Project
Development of Clinical Application Software for Hybrid Bone-Subtraction Head Computed Tomography Angiography (2/2), Co-Principal Investigator (May 1, 2018, to April 30, 2019)
Development of Clinical Application Software for Hybrid Bone-Subtraction Head Computed Tomography Angiography (1/2), Co-Principal Investigator (May 1, 2017, to May 31, 2018) 
Improving the Accuracy of Extracting Intermittent Biomedical Signals using Empirical Mode Decomposition, Principal Investigator (August 1, 2016, to July 31, 2017)
Enhancement Methods for Fine Structures in Biomedical Images, Principal Investigator (August 1, 2012, to July 31, 2013)
Vessel Image Segmentation Using Three-Dimensional Matching Algorithm, Principal Investigator (August 1, 2011, to July 31, 2012)
Development of a Computer-Aided Analysis System for Computed Tomography Angiography, Principal Investigator (June 1, 2009, to July 31, 2010)

Patent
1. U.S. Patent Number 7570986. Teniae coli guided navigation and registration for virtual
colonoscopy.
2. U.S. Patent Number US 8452067 B2. Method for generating bone mask.
3. U.S. Patent. Noninvasive arterial condition detecting method, system, and non-transitory
computer readable storage medium. (Application number 14/490,660 has been approved and is awaiting issuance.)
4. R.O.C Patent Number I 429419. Method for Generating Bone Mask.
5. Singapore Patent Number 10201503259P. Noninvasive arterial condition detecting method,
system, and non-transitory computer readable storage medium.