Researching | Bone mineral density value evaluation based on photoacoustic spectral analysis combined with deep learning method

Journals >Chinese Optics Letters >Volume 18 >Issue 4 >Page 041701 > Article

Chinese Optics Letters
Vol. 18, Issue 4, 041701 (2020)

Bone mineral density value evaluation based on photoacoustic spectral analysis combined with deep learning method

Xue Zhou^1,3, Zhibin Jin², Ting Feng⁴, Qian Cheng⁴..., Xueding Wang⁴, Yao Ding¹, Hongchen Zhan^1,** and Jie Yuan^1,3,*|Show fewer author(s)

Author Affiliations

¹Jinling College, Nanjing University, Nanjing 210089, China

²Nanjing Drum Tower Hospital, Nanjing 210008, China

³School of Electronic Science and Engineering, Nanjing University, Nanjing 210093, China

⁴Institution of Acoustics, Tongji University, Shanghai 200092, China

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DOI: 10.3788/COL202018.041701 Cite this Article Set citation alerts

Xue Zhou, Zhibin Jin, Ting Feng, Qian Cheng, Xueding Wang, Yao Ding, Hongchen Zhan, Jie Yuan, "Bone mineral density value evaluation based on photoacoustic spectral analysis combined with deep learning method," Chin. Opt. Lett. 18, 041701 (2020) Copy Citation Text

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References

[1] T. D. Rachner, S. Khosla, L. C. Hofbauer. Lancet, 377, 1276(2011).

[2] N. Harvey, E. Dennison, C. Cooper. Nat. Rev. Rheumatol., 6, 99(2010).

[3] C. Cooper, E. J. Atkinson, S. J. Jacobsen, W. M. O’Fallon, L. J. Melton. Am. J. Epidemiol., 137, 1001(1993).

[4] J. Leal, A. M. Gray, D. Prieto-Alhambra, N. K. Arden, C. Cooper, M. K. Javaid, A. Judge. Osteoporosis Int., 27, 549(2016).

[5] J. A. Kanis. Lancet, 359, 1929(2002).

[6] K. Engelke, J. E. Adams, G. Armbrecht, P. Augat, C. E. Bogado, M. L. Bouxsein, D. Felsenberg, M. Ito, S. Prevrhal, D. B. Hans, E. M. Lewiecki. J. Clin. Densitom., 11, 123(2008).

[7] D. Hans, M. A. Krieg. IEEE Trans. Ultrason. Ferroelectr. Freq. Control, 55, 1529(2008).

[8] C. C. Glüer. J. Bone Miner. Res., 12, 1280(1997).

[9] C. C. Gluer, C. Y. Wu, M. Jergas, S. A. Goldstein, H. K. Genant. Calcified Tissue Int., 55, 46(1994).

[10] P. Beard. Interface Focus, 1, 602(2011).

[11] M. Xu, L. V. Wang. Rev. Sci. Instrum., 77, 041101(2006).

[12] K. Y. Xia, X. H. Zhai, Z. H. Xie, K. Zhou, Y. T. Feng, G. J. Zhang, C. H. Li. Chin. Opt. Lett., 16, 121701(2018).

[13] Z. W. Cheng, H. G. Ma, Z. Y. Wang, S. H. Yang. Chin. Opt. Lett., 16, 081701(2018).

[14] G. Xu, I. A. Dar, C. Tao, X. J. Liu, C. X. Deng, X. D. Wang. Appl. Phys. Lett., 101, 221102(2012).

[15] B. Lashkari, A. Mandelis. J. Biomed. Opt., 19, 036015(2014).

[16] T. Feng, J. E. Perosky, K. M. Kozloff, G. Xu, Q. Cheng, S. D. Du, J. Yuan, C. X. Deng, X. D. Wang. Opt. Express, 23, 25217(2015).

[17] W. Z. He, Y. H. Zhu, T. Feng, J. Yuan, Q. Cheng, G. Xu, X. D. Wang. Chin. Opt. Lett., 15, 111101(2017).

CLP Journals

[1] Ting Feng, Yunhao Zhu, Yejing Xie, Dean Ta, Jie Yuan, Qian Cheng, "Feasibility study for bone health assessment based on photoacoustic imaging method," Chin. Opt. Lett. 18, 121704 (2020)

[2] Hua Shen, Jinming Gao, "Deep learning virtual colorful lens-free on-chip microscopy," Chin. Opt. Lett. 18, 121705 (2020)

Data from CrossRef

[1] Ting Feng, Yunhao Zhu, Chengcheng Liu, Sidan Du, Dean Ta, Qian Cheng, Jie Yuan. Ultrasound-Guided Detection and Segmentation of Photoacoustic Signals from Bone Tissue In Vivo. Applied Sciences, 11, 19(2020).

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Xue Zhou, Zhibin Jin, Ting Feng, Qian Cheng, Xueding Wang, Yao Ding, Hongchen Zhan, Jie Yuan, "Bone mineral density value evaluation based on photoacoustic spectral analysis combined with deep learning method," Chin. Opt. Lett. 18, 041701 (2020)

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