[1] Drexler W, Liu M Y, Kumar A et al. Optical coherence tomography today: speed, contrast, and multimodality[J]. Journal of Biomedical Optics., 19, 071412(2014).
[2] Vidal-Rosas E E, Billings S A, Zheng Y et al. Reduced-order modeling of light transport in tissue for real-time monitoring of brain hemodynamics using diffuse optical tomography[J]. Journal of Biomedical Optics, 19, 026008(2014).
[3] Zhang Y Q, Zhang L M, Yin G Y et al. In vivo pharmacokinetics assessment of indocyanine green-loaded nanoparticles in tumor tissue with a dynamic diffuse fluorescence tomography system[J]. Molecular Imaging and Biology, 21, 1044-1053(2019).
[4] Lu G L, Fei B W. Medical hyperspectral imaging: a review[J]. Journal of Biomedical Optics, 19, 010901(2014).
[5] Li S S, Xie Z R, Huang Y Q et al. Recent advances of hyperspectral imaging technique in medical diagnosis[J]. Guangdong Medical Journal, 39, 1921-1925(2018).
[8] Basiri A, Nabili M, Mathews S et al. Use of a multi-spectral camera in the characterization of skin wounds[J]. Optics Express, 18, 3244-3257(2010).
[9] Martinez L. A non-invasive spectral reflectance method for mapping blood oxygen saturation in wounds. [C]∥Applied Imagery Pattern Recognition Workshop, 2002. Proceedings, October 16-18, 2002, Washington, DC, USA. New York: IEEE, 112-116(2002).
[10] Afromowitz M A, Callis J B, Heimbach D M et al. Multispectral imaging of burn wounds: a new clinical instrument for evaluating burn depth[J]. IEEE Transactions on Bio-medical Engineering, 35, 842-850(1988).
[11] Veesa J D, Dehghani H. Hyper-spectral recovery of cerebral and extra-cerebral tissue properties using continuous wave near-infrared spectroscopic data[J]. Applied Sciences, 9, 2836(2019).
[12] Holmer A, Marotz J, Wahl P et al. Hyperspectral imaging in perfusion and wound diagnostics- methods and algorithms for the determination of tissue parameters[J]. Biomedical Engineering-Biomedizinische Technik, 63, 547-556(2018).
[13] Nouvong A, Hoogwerf B, Mohler E et al. Evaluation of diabetic foot ulcer healing with hyperspectral imaging of oxyhemoglobin and deoxyhemoglobin[J]. Diabetes Care, 32, 2056-2061(2009).
[14] Dmitry Y, Aksone N, Kevin S et al. Assessing diabetic foot ulcer development risk with hyperspectral tissue oximetry[J]. Journal of Biomedical Optics, 16, 026009(2011).
[15] Fabelo H, Ortega S, Lazcano R et al. An intraoperative visualization system using hyperspectral imaging to aid in brain tumor delineation[J]. Sensors, 18, 430(2018).
[16] Zherdeva L A, Bratchenko I A, Myakinin O O et al. In vivo hyperspectral imaging and differentiation of skin cancer[J]. Proceedings of SPIE, 10024, 100244G(2017).
[17] Liu Z, Wang H J, Li Q L. Tongue tumor detection in medical hyperspectral images[J]. Sensors, 12, 162-174(2011).
[18] Harvey A R, Abboud I, Gorman A et al. Spectral imaging of the retina[J]. Proceedings of SPIE, 6047, 604713(2006).
[19] Harvey A R. Fletcher-Holmes D W, Gorman A, et al. Spectral imaging in a snapshot[J]. Proceedings of SPIE, 5694, 110-119(2005).
[20] Kaluzny J, Li H, Liu W Z et al. Bayer filter snapshot hyperspectral fundus camera for human retinal imaging[J]. Current Eye Research, 42, 629-635(2017).
[21] Nourrit V, Denniss J. Muqit M M K, et al. High-resolution hyperspectral imaging of the retina with a modified fundus camera[J]. Journal Français d'Ophtalmologie, 33, 686-692(2010).
[22] Daeschlein G, Langner I, Wild T et al. Hyperspectral imaging as a novel diagnostic tool in microcirculation of wounds[J]. Clinical Hemorheology and Microcirculation, 67, 467-474(2017).
[23] Rutkowski R, Schuster M, Unger J, neck cancer et al[J]. wound healing. Clinical Plasma Medicine, 7/8, 52-57(2017).
[24] Zhong X W, Shi R, Feng W et al. Accessing to oxygen saturation in cutaneous microcirculation with high resolution using hyperspectral imaging and skin optical clearing. [C]∥2015 Opto-Electronics and Communications Conference (OECC), June 28-July 2, 2015, Shanghai, China. [S.l.: s.n.], 15650071(2015).
[25] Scott P[2019-07-30]. Assorted spectra [2019-07-30].https:∥omlc.org/spectra/hemoglobin/index.html..
[26] Steven L. Skin optics[EB/OL]. -01-01)[2019-07-30]. https:∥omlc.org/news/jan98/skinoptics.html.(1998).
[27] Kong S G, Du Z, Martin M et al. Hyperspectral fluorescence image analysis for use in medical diagnostics[J]. Proceedings of SPIE, 5692, 21-28(2005).
[29] Shaw R A, Mansfield J R, Kupriyanov V V et al. In vivo optical/near-infrared spectroscopy and imaging of metalloproteins[J]. Journal of Inorganic Biochemistry, 79, 285-293(2000).
[30] Peller J, Farahi F, Trammell S R. Hyperspectral imaging system based on a single-pixel camera design for detecting differences in tissue properties[J]. Applied Optics, 57, 7651-7658(2018).
[31] Zuzak K J, Gladwin M T, Cannon R O et al. Imaging hemoglobin oxygen saturation in sickle cell disease patients using noninvasive visible reflectance hyperspectral techniques: effects of nitric oxide[J]. American Journal of Physiology Heart & Circulatory Physiology, 285, H1183-H1189(2003).
[32] Ewerlöf M, Larsson M, Salerud E G. Spatial and temporal skin blood volume and saturation estimation using a multispectral snapshot imaging camera[J]. Proceedings of SPIE, 10068, 1006814(2017).
[33] Bolton F J, Bernat A S, Bar-Am K et al. Portable, low-cost multispectral imaging system: design, development, validation, and utilization[J]. Journal of Biomedical Optics, 23, 121612(2018).
[34] Paluchowski L A, Denstedt M, Røren T et al. A combined 3D and hyperspectral method for surface imaging of wounds[J]. Proceedings of SPIE, 8578, 85780T(2013).
[35] Asgeir B, Matija M, Randeberg L L. Estimation of skin optical parameters for real-time hyperspectral imaging applications[J]. Journal of Biomedical Optics, 19, 066003(2014).
[36] Radrich K, Ntziachristos V. Quantitative multi-spectral oxygen saturation measurements independent of tissue optical properties[J]. Journal of Biophotonics, 9, 83-99(2016).
[37] Nouri D, Lucas Y, Treuillet S et al. Colour and multispectral imaging for wound healing evaluation in the context of a comparative preclinical study[J]. Proceedings of SPIE, 8669, 866923(2013).
[38] Feng W, Shi R, Zhang C et al. Lookup-table-based inverse model for mapping oxygen concentration of cutaneous microvessels using hyperspectral imaging[J]. Optics Express, 25, 3481-3495(2017).
[39] Yudovsky D, Nouvong A, Pilon L. Hyperspectral imaging in diabetic foot wound care[J]. Journal of Diabetes Science and Technology, 4, 1099-1113(2010).
[41] Jakovels D, Spigulis J. 2-D mapping of skin chromophores in the spectral range 500 - 700 nm[J]. Journal of Biophotonics, 3, 125-129(2010).
[42] Huang J W, Zhang S W, Gnyawali S et al. Second derivative multispectral algorithm for quantitative assessment of cutaneous tissue oxygenation[J]. Journal of Biomedical Optics, 20, 036001(2015).
[43] Zherebtsov E, Popov A, Doronin A et al. Hyperspectral system for Imaging of skin chromophores and blood oxygenation[J]. Proceedings of SPIE, 10412, 104120G(2017).
[46] Chen S, Liu Q. Modified Wiener estimation of diffuse reflectance spectra from RGB values by the synthesis of new colors for tissue measurements[J]. Journal of Biomedical Optics, 17, 030501(2012).
[47] Chen S, Lin X Q, Zhu C G et al. Sequential weighted Wiener estimation for extraction of key tissue parameters in color imaging: a phantom study[J]. Journal of Biomedical Optics, 19, 127001(2014).
[48] Chen S, Ong Y H, Liu Q. Fast reconstruction of Raman spectra from narrow-band measurements based on Wiener estimation[J]. Journal of Raman Spectroscopy, 44, 875-881(2013).
[49] Vyas S, Banerjee A, Garza L et al. Hyperspectral signature analysis of skin parameters[J]. Proceedings of SPIE, 8670, 867002(2013).
[50] MacKinnon N, Vasefi F, Gussakovsky E et al. in vivo skin chromophore mapping using a multimode imaging dermoscope (SkinSpect TM)[J]. Proceedings of SPIE, 8587, 85870U(2013).
[51] Hammer M, Thamm E, Schweitzer D. A simple algorithm for in vivo ocular fundus oximetry compensating for non-haemoglobin absorption and scattering[J]. Physics in Medicine and Biology, 47, N233-N238(2002).
[52] Gunaratne R, Monteath I, Goncalves J et al. Machine learning classification of human joint tissue from diffuse reflectance spectroscopy data[J]. Biomedical Optics Express, 10, 3889-3898(2019).
[53] Zherebtsov E, Dremin V, Popov A et al. Hyperspectral imaging of human skin aided by artificial neural networks[J]. Biomedical Optics Express, 10, 3545-3559(2019).
[54] Denstedt M, Brita S, Paluchowski L A et al. Hyperspectral imaging as a diagnostic tool for chronic skin ulcers[J]. Proceedings of SPIE, 8565, 85650N(2013).
[55] Khouj Y, Dawson J, Coad J et al. Hyperspectral imaging and K-means classification for histologic evaluation of ductal carcinoma in situ[J]. Frontiers in Oncology, 8, 17(2018).
[56] Thatcher J E, Li W Z, Rodriguez-Vaqueiro Y et al. Multispectral and photoplethysmography optical imaging techniques identify important tissue characteristics in an animal model of tangential burn excision[J]. Journal of Burn Care & Research, 37, 38-52(2016).
[57] Torti E, Florimbi G, Castelli F et al. Parallel K-means clustering for brain cancer detection using hyperspectral images[J]. Electronics, 7, 283(2018).
[58] Jeyaraj P R. Samuel Nadar E R. Computer-assisted medical image classification for early diagnosis of oral cancer employing deep learning algorithm[J]. Journal of Cancer Research and Clinical Oncology, 145, 829-837(2019).
[59] Halicek M, Little J V, Wang X et al. Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks[J]. Journal of Biomedical Optics, 24, 036007(2019).
[60] Parasca S V, Calin M A, Manea D et al. Hyperspectral index-based metric for burn depth assessment[J]. Biomedical Optics Express, 9, 5778-5791(2018).
[61] Greenman R L, Panasyuk S, Wang X E et al. Early changes in the skin microcirculation and muscle metabolism of the diabetic foot[J]. Lancet, 366, 1711-1717(2005).
[62] Khaodhiar L, Dinh T, Schomacker K T et al. The use of medical hyperspectral technology to evaluate microcirculatory changes in diabetic foot ulcers and to predict clinical outcomes[J]. Diabetes Care, 30, 903-910(2007).
[63] Jeffcoate W J, Clark D J, Savic N et al. Use of HSI to measure oxygen saturation in the lower limb and its correlation with healing of foot ulcers in diabetes[J]. Diabetic Medicine, 32, 798-802(2015).
[64] Johnson W R, Wilson D W, Fink W et al. Snapshot hyperspectral imaging in ophthalmology[J]. Journal of Biomedical Optics, 12, 014036(2007).
[65] Fabelo H, Halicek M, Ortega S et al. Deep learning-based framework for in vivo identification of glioblastoma tumor using hyperspectral images of human brain[J]. Sensors, 19, 920(2019).
[66] Kiyotoki S, Nishikawa J, Okamoto T et al. New method for detection of gastric cancer by hyperspectral imaging: a pilot study[J]. Journal of Biomedical Optics, 18, 026010(2013).
[67] Baltussen E J M, Kok E N D et al. Hyperspectral imaging for tissue classification, a way toward smart laparoscopic colorectal surgery[J]. Journal of Biomedical Optics, 24, 016002(2019).
[68] Wang C J, Zheng W L, Bu Y G et al. Multi-scale hyperspectral imaging of cervical neoplasia[J]. Archives of Gynecology and Obstetrics, 293, 1309-1317(2016).
[69] Lu G L, Qin X L, Wang D S et al. Quantitative wavelength analysis and image classification for intraoperative cancer diagnosis with hyperspectral imaging[J]. Proceedings of SPIE, 9415, 94151B(2015).
[70] Lu G L, Wang D S, Qin X L et al. Framework for hyperspectral image processing and quantification for cancer detection during animal tumor surgery[J]. Journal of Biomedical Optics, 20, 126012(2015).
