跳到主要內容區塊
:::醫學研究部 > 公開資訊 > 轉譯醫學研究科 > 醫學影像量化研究中心(CQUIM)

研究著作

引用 (4)
更新日期 2022/8/15 8:55:06
點閱 2834

期刊論文:(* corresponding author) (2009-2022)
 
1 Chen HM, Shih YH, Wang HC, Sun YH, Wang RC, Teng CL*. Detection of DLBCL by pixel purity index and iterative linearly constrained minimum variance into hyperspectral imaging analysis, accepted, Journal of Biophotonics, 2022.
2 Wu YC *, Han CC, Chang CS, Chang FL, Chen SF, Shieh TY,  Chen HM, Lin JY. Development of an Electronic Stethoscope and a Classification Algorithm for Cardiopulmonary Sounds, Sensors, 22, 4263, 2022. (SCI)
https://doi.org/10.3390/s22114263
3 Sheen YJ, Sheu HH, Wang HC, Chen JP, Sun YH, Chen HM*. Assessment of diabetic small-fiber neuropathy by using short-wave infrared hyperspectral imaging. Journal of Biophotonics, 2022; 15(2):e202100220. (SCI)
https://doi.org/10.1002/jbio.202100220
4 Chen HH, Chen HM, Chen YM, Chen YH, Lin CH, Chao WC. Impact of systemic lupus erythematosus on the 5-year survival of critically ill septic patients. Arthritis Research & Therapy, 2021; 23(1):264. (SCI)
https://doi.org/10.1186/s13075-021-02649-x
5 Chen HM, Lai KL, Chen HH, Chen JP, Sung CC, Chen YM*. Hyperspectral Imaging Assessment of Systemic Sclerosis Using the Soft Abundance Score and Band Selection. IEEE Access, 2021; 9:80275-80287. (SCI)
https://doi.org/10.1109/ACCESS.2021.3082918
6 Chen HM, Chen HC, Chen CC, Chang YC, Wu YY, Chen WH, Sung CC, Chai JW*, Lee SK. Comparison of multispectral image processing methods for brain tissue classification in BrainWeb synthetic data and real MR images. BioMed Research International, 2021; 2021: 9820145: 1-12. (SCI)
https://doi.org/10.1155/2021/9820145
7 Chen HM, Chen CC, Wang HC, Chang YC, Chen WH, Chen HC, Wu YY, Chai JW*, Ouyang YC, Lee SK. Novel automated method for detection of white matter hyperintensities in brain multispectral MR images. Current Medical Imaging. 2020; (5):469- 478. (SCI)
https://doi.org/10.2174/1573405614666180801112844
8 Chen YM, Lai KL, Chen HH, Huang WN, Lin CT, Chao WC, Chen JP, Fu YW, Chen HM*, Lui PW. Hyperspectral imaging for skin assessment in systemic sclerosis: a pilot study. Rheumatology. 2020 Mar.; 59(11): 3201-3210. (SCI)
https://doi.org/10.1093/rheumatology/keaa067
9 Chan SW, Chang YC, Huang PW, Ouyang YC, Chang YT, Chang RF, Chai JW, Chen CC, Chen HM, Chang CI, Lin CY. Breast Tumor Detection and Classification Using Intravoxel Incoherent Motion Hyperspectral Imaging Techniques. BioMed Research International, 2019 Jul 28; 2019:3843295. (SCI)
https://doi.org/10.1155/2019/3843295
10 Chen CC, Chai JW, Chen HC, Wang HC, Chang YC, Wu YY, Chen WH, Chen HM*, Lee SK, Chang CI. An iterative mixed pixel classification for brain tissues and white matter hyperintensity in magnetic resonance imaging. IEEE Access. 2019; 7:124674-87. (SCI)
https://ieeexplore.ieee.org/document/8779620
11 Tsai YH, Chen HC, Tung H, Wu YY, Chen HM, Pan KJ, Cheng DC, Chen JH, Chen CC, Chai JW, Shen WC. Noninvasive assessment of intracranial elastance and pressure in spontaneous intracranial hypotension by MRI. J Magn Reson Imaging. 2018 Nov;48(5):1255-63. (SCI)
https://doi.org/10.1002/jmri.25976
12 Chen YM, Chen HH, Chao WC, Fu YW, Wu SJ, Wu JF, Chen HM*, Jen KK, Lui PW. Non-invasive assessment of cellulitis from the snapshot hyperspectral imaging – A primary study. Skin Res Technol. 2018 May; 24(2):343-6. (SCI)
https://doi.org/10.1111/srt.12428
13 Lee SK, Chang YC, Chai JW, Chen CC, Sung CJ, Chen WH, Chen HC, Wu YY, Yang CW, Chen HM*, Ouyang YC, Chang CI. The Impact of brain magnetic resonance image analysis via independent component analysis in conjunction with skull stripping. Tungs' Medical Journal. 2018; 12(1):20-29.
14 Chen HM, Wang HC, Chai JW*, Chen CC, Xue B, Yu C, Wang Y, Song M, Chang CI. A hyperspectral imaging approach to white matter hyperintensities detection in brain magnetic resonance images. Remote Sens. 2017 Nov; 9(11), 1174 (1-24). (SCI)
https://doi.org/10.3390/rs9111174
15 Xue B, Yu C, Wang Y, Song M, Li S, Wang L, Chen HM, Chang CI. A Subpixel Target Detection Approach to Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing. 2017 Sep; 55(9): 5093-14. (SCI)
https://ieeexplore.ieee.org/document/8002634
16 Chang CI, Chen SY, Li HC, Chen HM, Wen CH. Comparative study and analysis among ATGP, VCA, and SGA for finding endmembers in hyperspectral imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2016 Sep; 9(9): 4280-06. (SCI)
https://ieeexplore.ieee.org/document/7490352
17 Chiou YJ, Chen CC, Chen SY, Chen HM, Chai JW, Ouyang YC, Su WC, Yang CW, Lee SK, Chang CI. Magnetic resonance brain tissue classification and volume calculation. Journal of the Chinese Institute of Engineers. 2015 Aug; 38(8):1055-66. (SCI)
https://doi.org/10.1080/02533839.2015.1056552
18 Chang CI, Wu CC, Liu KH, Chen HM*, Chen CC, Wen CH. Progressive band processing of linear spectral unmixing for hyperspectral imagery. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2015 Jun; 8(6):2583-97. (SCI)
https://ieeexplore.ieee.org/document/6995954
19 Song M, Chen SY, Li HC, Chen HM, Chen CC, Chang CI. Finding virtual signatures for linear spectral mixture analysis. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2015 Jun; 8(6):2704-19. (SCI)
https://ieeexplore.ieee.org/document/7154408
20 Chai JW, Chen CC, Wu YY, Chen HC, Tsai YH, Chen HM*, Lan TH, Ouyang YC, Lee SK. Robust volume assessment of brain tissues for 3-dimensional fourier transformation MRI via a novel multispectral technique. PLoS One. 2015 Feb; 10(2):e0115527. (SCI).
21 Tsai DY, Matsuyama E, Chen HM. Improving image quality in medical images using a combined method of undecimated wavelet transform and wavelet coefficient mapping. Int J Biomed Imaging. 2013 Dec; 2013:797924 (1-11). (EI).
22 Matsuyama E, Tsai DY*, Lee Y, Tsurumaki M, Takahashi N, Watanabe H, Chen HM. A modified undecimated discrete wavelet transform based approach to mammographic image denoising. J Digit Imaging. 2013 Aug; 26(4):748-58. (SCI)
23 Chen HM, Lin C, Chen SY, Wen CH, Chen CC*, Ouyang YC, Chang CI. PPI-SVM-iterative FLDA approach to unsupervised multispectral image classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2013 Aug; 6(4):1834-42. (SCI) 
https://ieeexplore.ieee.org/document/6374271
24 Chen CC*, Wong E, Chen HM, Chen SY, Chai JW, Yang CW, Lee SK, Wong YK, Chang CI. Intra-pixel multispectral processing of magnetic resonance brain images for tissue characterization. International Journal of Computational Science and Engineering. 2013 Apr; 8(2): 87-110. (EI)
https://doi.org/10.1504/IJCSE.2013.053090
25 Wu CC, Chen HM, Chang CI. Real-time N-finder processing algorithms for hyperspectral imagery. J Real-Time Image Proc. 2012; 7:105–29. (SCI)
https://link.springer.com/article/10.1007/s11554-010-0151-z
26 Chang CI, Jiao X, Wu CC, Du EY, Chen HM*. Component analysis-based unsupervised linear spectral mixture analysis for hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing. 2011 Nov; 49(11): 4123-37. (SCI) 
https://ieeexplore.ieee.org/document/5887441
27 Xiong W, Wu CC, Chang CI, Kalpakis K, Chen HM*. Fast algorithms to implement N-FINDR for hyperspectral endmember extraction. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2011 Sep; 4(3):545-64. (SCI) 
https://ieeexplore.ieee.org/document/5771569
28 Chang CI, Xiong W, Chen HM, Chai JW*. Maximum orthogonal subspace projection approach to estimating the number of spectral signal sources in hyperspectral imagery. IEEE Journal of Selected Topics in Signal Processing. 2011 Jun; 5(3):504-20. (SCI)
https://ieeexplore.ieee.org/document/5740572
29 Chai JW*, Chen WH, Chen HM, Chiang CM, Huang JL, Fu J, Chen CC, Lee SK. Correction of left ventricular wall thickening from short-axis cine magnetic resonance imaging for basal-descent through-plane motion. J Magn Reson Imaging. 2011 Feb; 33(2):464-73. (SCI) 
30 Chai JW, Chen CC, Chiang CM, Ho YJ, Chen HM*, Ouyang YC, Yang CW, Lee SK, Chang CI. Quantitative analysis in clinical applications of brain MRI using independent component analysis coupled with support vector machine. J Magn Reson Imaging. 2010 Jul; 32(1):24-34. (SCI) 
31 Chang CI, Wu CC, Chen HM. Random pixel purity index. IEEE Geoscience and Remote Sensing Letters. 2010 Apr; 7(2):324-8. (SCI) (NSC 98-2811-E-005-024, NSC 98-2221-E-005-096)
https://ieeexplore.ieee.org/document/5345838
32 Chang CI*, Chakravarty S, Chen HM, Ouyang YC. Spectral derivative feature coding for hyperspectral signature analysis. Pattern Recognition. 2009 Mar; 42(3):395-408. (SCI)
https://doi.org/10.1016/j.patcog.2008.07.016
33 Ouyang YC, Huang LJ, Chen HM*. Predictive cross-hexagon search algorithm for fast block motion estimation. J of Electronic Imaging. 2009 Jan; 18(1):013005 (1-11) (SCI)
https://doi.org/10.1117/1.3073888
34 Lee SK, Chai JW, Chen CC, Chen HM*, Wang SW, Ouyang YC, Yang CW, Chang CI. Improving tissue classification effects of brain MRI segmentation based on independent component analysis. Chin J Radiol. 2009; 34:93-101.
 
 
回頂端