A Spectral Filter Array Camera for Clinical Monitoring and Diagnosis: Proof of Concept for Skin Oxygenation Imaging

被引:11
作者
Bauer, Jacob Renzo [1 ]
Bruins, Arnoud A. [2 ]
Hardeberg, Jon Yngve [1 ]
Verdaasdonk, Rudolf M. [3 ]
机构
[1] Norwegian Univ Sci & Technol NTNU, Norwegian Colour & Visual Comp Lab, N-2815 Gjovik, Norway
[2] Vrije Univ Amsterdam Med Ctr, Dept Anesthesiol, NL-1081 HV Amsterdam, Netherlands
[3] Univ Twente, Fac Sci & Technol, Biomed Photon & Imaging Grp, NL-7522 NB Enschede, Netherlands
关键词
spectral filter array; multi-spectral imaging; skin; bio-medical optics; occlusion measurement; reflectance spectroscopy; oxygenation; Xispec; OPTICAL-PROPERTIES; SATURATION; TISSUE;
D O I
10.3390/jimaging5080066
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
The emerging technology of spectral filter array (SFA) cameras has great potential for clinical applications, due to its unique capability for real time spectral imaging, at a reasonable cost. This makes such cameras particularly suitable for quantification of dynamic processes such as skin oxygenation. Skin oxygenation measurements are useful for burn wound healing assessment and as an indicator of patient complications in the operating room. Due to their unique design, in which all pixels of the image sensor are equipped with different optical filters, SFA cameras require specific image processing steps to obtain meaningful high quality spectral image data. These steps include spatial rearrangement, SFA interpolations and spectral correction. In this paper the feasibility of a commercially available SFA camera for clinical applications is tested. A suitable general image processing pipeline is proposed. As a 'proof of concept' a complete system for spatial dynamic skin oxygenation measurements is developed and evaluated. In a study including 58 volunteers, oxygenation changes during upper arm occlusion were measured with the proposed SFA system and compared with a validated clinical device for localized oxygenation measurements. The comparison of the clinical standard measurements and SFA results show a good correlation for the relative oxygenation changes. This proposed processing pipeline for SFA cameras shows to be effective for relative oxygenation change imaging. It can be implemented in real time and developed further for absolute spatial oxygenation measurements.
引用
收藏
页数:23
相关论文
共 68 条
[1]   Intraoperative tissue oxygenation and postoperative outcomes after major non-cardiac surgery: an observational study [J].
Abdelmalak, B. B. ;
Cata, J. P. ;
Bonilla, A. ;
You, J. ;
Kopyeva, T. ;
Vogel, J. D. ;
Campbell, S. ;
Sessler, D. I. .
BRITISH JOURNAL OF ANAESTHESIA, 2013, 110 (02) :241-249
[2]  
[Anonymous], 2013, Ph.D. Thesis
[3]  
Bauer J.R., 2017, P 25 COL IM C FIN PR, V2017, P165
[4]   Towards real-time non contact spatial resolved oxygenation monitoring using a multi spectral filter array camera in various light conditions [J].
Bauer, Jacob R. ;
van Beekum, Karlijn ;
Klaessens, John ;
Noordmans, Herke Jan ;
Boer, Christa ;
Hardeberg, Jon Y. ;
Verdaasdonk, Rudolf M. .
OPTICAL BIOPSY XVI: TOWARD REAL-TIME SPECTROSCOPIC IMAGING AND DIAGNOSIS, 2018, 10489
[5]   THE IMPACT OF INDUCTION OF GENERAL ANESTHESIA AND A VASCULAR OCCLUSION TEST ON TISSUE OXYGEN SATURATION DERIVED PARAMETERS IN HIGH-RISK SURGICAL PATIENTS [J].
Bernet, Celine ;
Desebbe, Olivier ;
Bordon, Sebastien ;
Lacroix, Charlotte ;
Rosamel, Pascal ;
Farhat, Fadi ;
Lehot, Jean-Jacques ;
Cannesson, Maxime .
JOURNAL OF CLINICAL MONITORING AND COMPUTING, 2011, 25 (04) :237-244
[6]   Estimation of skin optical parameters for real-time hyperspectral imaging applications [J].
Bjorgan, Asgeir ;
Milanic, Matija ;
Randeberg, Lise Lyngsnes .
JOURNAL OF BIOMEDICAL OPTICS, 2014, 19 (06)
[7]   Quantitative reflection spectrophotometry: Spatial and temporal variation of Hb oxygenation in human skin [J].
Caspary, L ;
Thum, J ;
Creutzig, A ;
Lubbers, DW ;
Alexander, K .
INTERNATIONAL JOURNAL OF MICROCIRCULATION-CLINICAL AND EXPERIMENTAL, 1995, 15 (03) :131-136
[8]  
Connah D, 2004, IEEE IMAGE PROC, P1497
[9]  
Cotton S., 1999, P MED IMAGE UNDERSTA, V99, P49
[10]  
Cuccia D., 2015, FRONTIERS OPTICS