메뉴 건너뛰기




Volumn 17, Issue 7, 2012, Pages

Hyperspectral imaging and quantitative analysis for prostate cancer detection

Author keywords

Hyperspectral imaging; Image classification; Least squares support vector machine; Optical diagnosis; Prostate cancer

Indexed keywords

ALGORITHM; ANIMAL; ARTICLE; ARTIFICIAL INTELLIGENCE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; FLUORESCENCE IMAGING; IMAGE ENHANCEMENT; MALE; METHODOLOGY; MOUSE; NUDE MOUSE; PATHOLOGY; PROSTATE TUMOR; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SPECTROSCOPY; TUMOR CELL LINE;

EID: 84867246184     PISSN: 10833668     EISSN: 15602281     Source Type: Journal    
DOI: 10.1117/1.JBO.17.7.076005     Document Type: Article
Times cited : (228)

References (40)
  • 2
    • 67650234021 scopus 로고    scopus 로고
    • Three decades of hyperspectral remote sensing of the earth: A personal view
    • A. F. H. Goetz, "Three decades of hyperspectral remote sensing of the earth: a personal view," Remote Sens. Environ. 113(Suppl. 1), S5-S16 (2009).
    • (2009) Remote Sens. Environ. , vol.113 , Issue.SUPPL. 1
    • Goetz, A.F.H.1
  • 3
    • 77954629953 scopus 로고    scopus 로고
    • Hyperspectral image segmentation and its application in abdominal surgery
    • H. Akbari et al., "Hyperspectral image segmentation and its application in abdominal surgery," Int. J. Funct. Inform. Personal. Med. 2(2), 201-216 (2009).
    • (2009) Int. J. Funct. Inform. Personal. Med. , vol.2 , Issue.2 , pp. 201-216
    • Akbari, H.1
  • 4
    • 84993709952 scopus 로고    scopus 로고
    • Emerging technology: Hyperspectral imaging
    • D. C. Kellicut et al., "Emerging technology: hyperspectral imaging," Perspect. Vasc. Surg. Endovasc. Ther. 16(1), 53-57 (2004).
    • (2004) Perspect. Vasc. Surg. Endovasc. Ther. , vol.16 , Issue.1 , pp. 53-57
    • Kellicut, D.C.1
  • 5
    • 77954647676 scopus 로고    scopus 로고
    • Detection and analysis of the intestinal ischemia using visible and invisible hyperspectral imaging
    • H. Akbari et al., "Detection and analysis of the intestinal ischemia using visible and invisible hyperspectral imaging," IEEE Trans. Biomed. Eng. 57(8), 2011-2017 (2010).
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.8 , pp. 2011-2017
    • Akbari, H.1
  • 8
    • 77955635233 scopus 로고    scopus 로고
    • Cancer statistics, 2010
    • A. Jemal et al., "Cancer statistics, 2010," CA Cancer J. Clin. 60(5), 277-300 (2010).
    • (2010) CA Cancer J. Clin. , vol.60 , Issue.5 , pp. 277-300
    • Jemal, A.1
  • 11
    • 33751195543 scopus 로고    scopus 로고
    • Differentiation of normal skin and melanoma using high resolution hyperspectral imaging
    • D. T Dicker et al., "Differentiation of normal skin and melanoma using high resolution hyperspectral imaging," Cancer Biol. Ther. 5(8), 1033-1038 (2006).
    • (2006) Cancer Biol. Ther. , vol.5 , Issue.8 , pp. 1033-1038
    • Dicker, D.T.1
  • 12
    • 79952746853 scopus 로고    scopus 로고
    • Cancer detection using infrared hyperspectral imaging
    • H. Akbari et al., "Cancer detection using infrared hyperspectral imaging," Cancer Sci. 102(4), 852-857 (2011).
    • (2011) Cancer Sci. , vol.102 , Issue.4 , pp. 852-857
    • Akbari, H.1
  • 13
    • 20444432773 scopus 로고    scopus 로고
    • Kernel-based methods for hyperspectral image classification
    • DOI 10.1109/TGRS.2005.846154
    • G. Camps-Valls and L. Bruzzone, "Kernel-based methods for hyperspectral image classification," IEEE Trans. Geosci. Remote Sens. 43(6), 1351-1362 (2005). (Pubitemid 40811944)
    • (2005) IEEE Transactions on Geoscience and Remote Sensing , vol.43 , Issue.6 , pp. 1351-1362
    • Camps-Valls, G.1    Bruzzone, L.2
  • 14
    • 3843096026 scopus 로고    scopus 로고
    • Robust support vector method for hyperspectral data classification and knowledge discovery
    • G. Camps-Valls et al., "Robust support vector method for hyperspectral data classification and knowledge discovery," IEEE Trans. Geosci. Remote Sens. 42(7), 1530-1542 (2004).
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.7 , pp. 1530-1542
    • Camps-Valls, G.1
  • 15
    • 0034270699 scopus 로고    scopus 로고
    • Linear spectral mixture models and support vector machines for remote sensing
    • M. Brown, H. G. Lewis, and S. R. Gunn, "Linear spectral mixture models and support vector machines for remote sensing," IEEE Trans. Geosci. Remote Sens. 38(5), 2346-2360 (2000).
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , Issue.5 , pp. 2346-2360
    • Brown, M.1    Lewis, H.G.2    Gunn, S.R.3
  • 16
    • 0033578380 scopus 로고    scopus 로고
    • Support vector machines for optimal classification and spectral unmixing
    • DOI 10.1016/S0304-3800(99)00100-3, PII S0304380099001003
    • M. Brown, S. R. Gunn, and H. G. Lewis, "Support vector machines for optimal classification and spectral unmixing," Ecol. Model. 120(2-3), 167-179 (1999). (Pubitemid 29405137)
    • (1999) Ecological Modelling , vol.120 , Issue.2-3 , pp. 167-179
    • Brown, M.1    Gunn, S.R.2    Lewis, H.G.3
  • 17
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • F. Melgani and L. Bruzzone, "Classification of hyperspectral remote sensing images with support vector machines," IEEE Trans. Geosci. Remote Sens. 42(8), 1778-1790 (2004).
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.8 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 18
    • 77955387243 scopus 로고    scopus 로고
    • Diffusion-weighted MRI for monitoring tumor response to photodynamic therapy
    • H. Wang and B. W. Fei, "Diffusion-weighted MRI for monitoring tumor response to photodynamic therapy," J. Magn. Reson. Imaging 32(2), 409-417 (2010).
    • (2010) J. Magn. Reson. Imaging , vol.32 , Issue.2 , pp. 409-417
    • Wang, H.1    Fei, B.W.2
  • 19
    • 75149183221 scopus 로고    scopus 로고
    • Choline PET for monitoring early tumor response to photodynamic therapy
    • B. W. Fei et al., "Choline PET for monitoring early tumor response to photodynamic therapy," J. Nucl. Med. 51(1), 130-138 (2010).
    • (2010) J. Nucl. Med. , vol.51 , Issue.1 , pp. 130-138
    • Fei, B.W.1
  • 20
    • 36048988041 scopus 로고    scopus 로고
    • High-field magnetic resonance imaging of the response of human prostate cancer to Pc 4-based photodynamic therapy in an animal model
    • B. W. Fei et al., "High-field magnetic resonance imaging of the response of human prostate cancer to Pc 4-based photodynamic therapy in an animal model," Lasers Surg. Med. 39(9), 723-730 (2007).
    • (2007) Lasers Surg. Med. , vol.39 , Issue.9 , pp. 723-730
    • Fei, B.W.1
  • 22
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • J. A. K. Suykens and J. Vandewalle, "Least squares support vector machine classifiers," Neural Processing Lett. 9(3), 293-300 (1999).
    • (1999) Neural Processing Lett. , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 23
    • 39049105243 scopus 로고    scopus 로고
    • Automated tongue segmentation in hyperspectral images for medicine
    • DOI 10.1364/AO.46.008328
    • Z. Liu et al., "Automated tongue segmentation in hyperspectral images for medicine," Appl. Opt. 46(34), 8328-8334 (2007). (Pubitemid 351238825)
    • (2007) Applied Optics , vol.46 , Issue.34 , pp. 8328-8334
    • Liu, Z.1    Yan, J.-Q.2    Zhang, D.3    Li, Q.-L.4
  • 24
    • 0242288903 scopus 로고    scopus 로고
    • Benchmarking least squares support vector machine classifiers
    • T. V. Gestel et al., "Benchmarking least squares support vector machine classifiers," Mach. Learn. 54(1), 5-32 (2004).
    • (2004) Mach. Learn. , vol.54 , Issue.1 , pp. 5-32
    • Gestel, T.V.1
  • 25
    • 62549123629 scopus 로고    scopus 로고
    • A modified fuzzy C-means classification method using a multiscale diffusion filtering scheme
    • H. S. Wang and B. W Fei, "A modified fuzzy C-means classification method using a multiscale diffusion filtering scheme," Med. Image Anal. 13(2), 193-202 (2009).
    • (2009) Med. Image Anal. , vol.13 , Issue.2 , pp. 193-202
    • Wang, H.S.1    Fei, B.W.2
  • 26
    • 79958798585 scopus 로고    scopus 로고
    • A multiscale and multiblock fuzzy C-means classification method for brain MR images
    • X. F Yang and B. W Fei, "A multiscale and multiblock fuzzy C-means classification method for brain MR images," Med. Phys. 38(6), 2879-2891 (2011).
    • (2011) Med. Phys. , vol.38 , Issue.6 , pp. 2879-2891
    • Yang, X.F.1    Fei, B.W.2
  • 27
    • 63249102624 scopus 로고    scopus 로고
    • New technique for real-time interface pressure analysis: Getting more out of large image data sets
    • K. Bogie et al., "New technique for real-time interface pressure analysis: getting more out of large image data sets," J. Rehabil. Res. Dev. 45(4), 523-535 (2008).
    • (2008) J. Rehabil. Res. Dev. , vol.45 , Issue.4 , pp. 523-535
    • Bogie, K.1
  • 29
    • 20444438810 scopus 로고    scopus 로고
    • Assessment of fiberoptic near-infrared raman spectroscopy for diagnosis of bladder and prostate cancer
    • DOI 10.1016/j.urology.2004.12.058, PII S0090429504015328
    • P. Crow et al., "Assessment of fiberoptic near-infrared Raman spectroscopy for diagnosis of bladder and prostate cancer," Urology 65(6), 1126-1130 (2005). (Pubitemid 40824903)
    • (2005) Urology , vol.65 , Issue.6 , pp. 1126-1130
    • Crow, P.1    Molckovsky, A.2    Stone, N.3    Uff, J.4    Wilson, B.5    Wongkeesong, L.-M.6
  • 32
    • 77951019525 scopus 로고    scopus 로고
    • Optical reflectance spectroscopy for detection of human prostate cancer
    • V. Sharma et al., "Optical reflectance spectroscopy for detection of human prostate cancer," Conf. Proc. IEEE. Eng. Med. Biol. Soc., 118-121 (2009).
    • (2009) Conf. Proc. IEEE. Eng. Med. Biol. Soc. , pp. 118-121
    • Sharma, V.1
  • 33
    • 0037138473 scopus 로고    scopus 로고
    • An assessment of support vector machines for land cover classification
    • DOI 10.1080/01431160110040323
    • C. Huang, L. S. Davis, and J. R. G. Townshend, "An assessment of support vector machines for land cover classification," Int. J. Remote Sens. 23(4), 725-749 (2002). (Pubitemid 34119904)
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.4 , pp. 725-749
    • Huang, C.1    Davis, L.S.2    Townshend, J.R.G.3
  • 35
    • 84860406130 scopus 로고    scopus 로고
    • Spectral imaging-based methods for quantifying autophagy and apoptosis
    • N. G. Dolloff et al., "Spectral imaging-based methods for quantifying autophagy and apoptosis," Canc. Biol. Ther. 12(4), 349-356 (2011).
    • (2011) Canc. Biol. Ther. , vol.12 , Issue.4 , pp. 349-356
    • Dolloff, N.G.1
  • 36
    • 49449105371 scopus 로고    scopus 로고
    • Highly efficient drug delivery with gold nanoparticle vectors for in vivo photodynamic therapy of cancer
    • Y. Cheng et al., "Highly efficient drug delivery with gold nanoparticle vectors for in vivo photodynamic therapy of cancer," J. Am. Chem. Soc. 130(32), 10643-10647 (2008).
    • (2008) J. Am. Chem. Soc. , vol.130 , Issue.32 , pp. 10643-10647
    • Cheng, Y.1
  • 37
    • 42949112165 scopus 로고    scopus 로고
    • Sensitive and selective tumor imaging with novel and highly activatable fluorescence probes
    • Y Urano, "Sensitive and selective tumor imaging with novel and highly activatable fluorescence probes," Anal. Sci. 24(1), 51-53 (2008).
    • (2008) Anal. Sci. , vol.24 , Issue.1 , pp. 51-53
    • Urano, Y.1
  • 38
    • 23044499932 scopus 로고    scopus 로고
    • Combined reflectance and fluorescence spectroscopy for in vivo detection of cervical pre-cancer
    • S. K. Chang et al., "Combined reflectance and fluorescence spectroscopy for in vivo detection of cervical pre-cancer," J. Biomed. Opt. 10(2), 024031 (2005).
    • (2005) J. Biomed. Opt. , vol.10 , Issue.2 , pp. 024031
    • Chang, S.K.1
  • 39
    • 77951709482 scopus 로고    scopus 로고
    • Real-time hyperspectral endoscope for early cancer diagnostics
    • R. T. Kester et al., "Real-time hyperspectral endoscope for early cancer diagnostics," Proc. SPIE 7555, 75550A (2010).
    • (2010) Proc. SPIE , vol.7555
    • Kester, R.T.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.