Motion Quantification and Automated Correction in Clinical RSOM

被引:14
作者
Aguirre, Juan [1 ,2 ]
Berezhnoi, Andrei [1 ,2 ]
He, Hailong [1 ,2 ]
Schwarz, Mathias [1 ,2 ]
Hindelang, Benedikt [3 ]
Omar, Murad [1 ,2 ]
Ntziachristos, Vasilis [1 ,2 ]
机构
[1] Helmholtz Zentrum Munich, Inst Biol & Med Imaging, D-85764 Neuherberg, Germany
[2] Tech Univ Munich, Chair Biol Imaging, D-81675 Munich, Germany
[3] Tech Univ Munich, Dept Dermatol & Allergy, D-80333 Munich, Germany
基金
欧洲研究理事会; 欧盟地平线“2020”;
关键词
Dermatology; imaging; microvasculature; optoacoustic; photoacoustic; motion correction; OPTOACOUSTIC MESOSCOPY; PERIODS; HEART;
D O I
10.1109/TMI.2018.2883154
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Raster-scan optoacoustic mesoscopy (RSOM) offers high-resolution non-invasive insights into skin pathophysiology, which holds promise for disease diagnosis and monitoring in dermatology and other fields. However, RSOM is quite vulnerable to verticalmotion of the skin, which can depend on the part of the body being imaged. Motion correction algorithms have already been proposed, but they are not fully automated, they depend on anatomical segmentation pre-processing steps that might not be performed successfully, and they are not site-specific. Here, we determined for the first time the magnitude of themicrometric vertical skin displacements at different sites on the body that affect RSOM. The quantification of motion allowed us to develop a site-specific correction algorithm. The algorithm is fully automated and does not need prior anatomical information. We found that the magnitude of the vertical motion depends strongly on the site of imaging and is caused by breathing, heart beating, and arterial pulsation. The developed algorithm resulted in more than 2-fold improvement in the signal-to-noise ratio of the reconstructed images at every site tested. Proposing an effective automatedmotion correction algorithm paves the way for realizing the full clinical potential of RSOM.
引用
收藏
页码:1340 / 1346
页数:7
相关论文
共 25 条
[1]   Assessing nailfold microvascular structure with ultra-wideband raster-scan optoacoustic mesoscopy [J].
Aguirre, J. ;
Hindelang, B. ;
Berezhnoi, Andrei ;
Darsow, U. ;
Lauffer, F. ;
Eyerich, K. ;
Biedermann, T. ;
Ntziachristos, V. .
PHOTOACOUSTICS, 2018, 10 :31-37
[2]   Precision assessment of label-free psoriasis biomarkers with ultra-broadband optoacoustic mesoscopy [J].
Aguirre, Juan ;
Schwarz, Mathias ;
Garzorz, Natalie ;
Omar, Murad ;
Buehler, Andreas ;
Eyerich, Kilian ;
Ntziachristos, Vasilis .
NATURE BIOMEDICAL ENGINEERING, 2017, 1 (05)
[3]   Broadband mesoscopic optoacoustic tomography reveals skin layers [J].
Aguirre, Juan ;
Schwarz, Mathias ;
Soliman, Dominik ;
Buehler, Andreas ;
Omar, Murad ;
Ntziachristos, Vasilis .
OPTICS LETTERS, 2014, 39 (21) :6297-6300
[4]   Photoplethysmography and its application in clinical physiological measurement [J].
Allen, John .
PHYSIOLOGICAL MEASUREMENT, 2007, 28 (03) :R1-R39
[5]  
Barquero Harold, 2017, 2017 IEEE International Ultrasonics Symposium (IUS), DOI 10.1109/ULTSYM.2017.8092319
[6]   The cutaneous microcirculation: Ultrastructure and microanatomical organization [J].
Braverman, IM .
MICROCIRCULATION, 1997, 4 (03) :329-340
[7]   Laser Doppler Vibrometry: Development of advanced solutions answering to technology's needs [J].
Castellini, P. ;
Martarelli, M. ;
Tomasini, E. P. .
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2006, 20 (06) :1265-1285
[8]  
Chen CH, 1997, CIRCULATION, V95, P1827
[9]   EVOKED-POTENTIALS IN CLINICAL MEDICINE .2. [J].
CHIAPPA, KH ;
ROPPER, AH .
NEW ENGLAND JOURNAL OF MEDICINE, 1982, 306 (20) :1205-1211
[10]  
Dean-Ben X. L., 2017, SCI REP, V7, P1