Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern

被引:6
作者
Holzwarth, Niklas [1 ]
Schellenberg, Melanie [1 ]
Grohl, Janek [1 ]
Dreher, Kris [1 ]
Noelke, Jan-Hinrich [1 ]
Seitel, Alexander [1 ]
Tizabi, Minu D. [1 ]
Mueller-Stich, Beat P. [4 ]
Maier-Hein, Lena [1 ,2 ,3 ]
机构
[1] German Canc Res Ctr, Div Comp Assisted Med Intervent, Heidelberg, Germany
[2] Heidelberg Univ, Fac Math & Comp Sci, Heidelberg, Germany
[3] Heidelberg Univ, Med Fac, Heidelberg, Germany
[4] Heidelberg Univ Hosp, Visceral & Transplantat Surg, Heidelberg, Germany
基金
欧盟地平线“2020”;
关键词
3D; Photoacoustic; Tomography; Optical pattern; Optoacoustic; MULTISPECTRAL OPTOACOUSTIC TOMOGRAPHY; ULTRASOUND; TRACKING; TOOLKIT; SYSTEM;
D O I
10.1007/s11548-021-02399-w
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Purpose Photoacoustic tomography (PAT) is a novel imaging technique that can spatially resolve both morphological and functional tissue properties, such as vessel topology and tissue oxygenation. While this capacity makes PAT a promising modality for the diagnosis, treatment, and follow-up of various diseases, a current drawback is the limited field of view provided by the conventionally applied 2D probes. Methods In this paper, we present a novel approach to 3D reconstruction of PAT data (Tattoo tomography) that does not require an external tracking system and can smoothly be integrated into clinical workflows. It is based on an optical pattern placed on the region of interest prior to image acquisition. This pattern is designed in a way that a single tomographic image of it enables the recovery of the probe pose relative to the coordinate system of the pattern, which serves as a global coordinate system for image compounding. Results To investigate the feasibility of Tattoo tomography, we assessed the quality of 3D image reconstruction with experimental phantom data and in vivo forearm data. The results obtained with our prototype indicate that the Tattoo method enables the accurate and precise 3D reconstruction of PAT data and may be better suited for this task than the baseline method using optical tracking. Conclusions In contrast to previous approaches to 3D ultrasound (US) or PAT reconstruction, the Tattoo approach neither requires complex external hardware nor training data acquired for a specific application. It could thus become a valuable tool for clinical freehand PAT.
引用
收藏
页码:1101 / 1110
页数:10
相关论文
共 28 条
[1]   Out of Distribution Detection for Intra-operative Functional Imaging [J].
Adler, Tim J. ;
Ayala, Leonardo ;
Ardizzone, Lynton ;
Kenngott, Hannes G. ;
Vemuri, Anant ;
Mueller-Stich, Beat P. ;
Rother, Carsten ;
Koethe, Ullrich ;
Maier-Hein, Lena .
UNCERTAINTY FOR SAFE UTILIZATION OF MACHINE LEARNING IN MEDICAL IMAGING AND CLINICAL IMAGE-BASED PROCEDURES, 2019, 11840 :75-82
[2]   A review of clinical photoacoustic imaging: Current and future trends [J].
Attia, Amalina Binte Ebrahim ;
Balasundaram, Ghayathri ;
Moothanchery, Mohesh ;
Dinish, U. S. ;
Bi, Renzhe ;
Ntziachristos, Vasilis ;
Olivo, Malini .
PHOTOACOUSTICS, 2019, 16
[3]  
Chen JF, 1997, INT J IMAG SYST TECH, V8, P38, DOI 10.1002/(SICI)1098-1098(1997)8:1<38::AID-IMA5>3.0.CO
[4]  
2-U
[5]   A REAL-TIME FREEHAND ULTRASOUND CALIBRATION SYSTEM WITH AUTOMATIC ACCURACY FEEDBACK AND CONTROL [J].
Chen, Thomas Kuiran ;
Thurston, Adrian D. ;
Ellis, Randy E. ;
Abolmaesumi, Purang .
ULTRASOUND IN MEDICINE AND BIOLOGY, 2009, 35 (01) :79-93
[6]   Robotic ultrasound-guided facet joint insertion [J].
Esteban, Javier ;
Simson, Walter ;
Witzig, Sebastian Requena ;
Rienmueller, Anna ;
Virga, Salvatore ;
Frisch, Benjamin ;
Zettinig, Oliver ;
Sakara, Drazen ;
Ryang, Yu-Mi ;
Navab, Nassir ;
Hennersperger, Christoph .
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2018, 13 (06) :895-904
[7]   Wireless and sensorless 3D ultrasound imaging [J].
Gao, Haitao ;
Huang, Qinghua ;
Xu, Xiangmin ;
Li, Xuelong .
NEUROCOMPUTING, 2016, 195 :159-171
[8]   Freehand photoacoustic tomography for 3D angiography using local gradient information [J].
Kirchner, Thomas ;
Wild, Esther ;
Maier-Hein, Klaus H. ;
Maier-Hein, Lena .
PHOTONS PLUS ULTRASOUND: IMAGING AND SENSING 2016, 2016, 9708
[9]   PLUS: Open-Source Toolkit for Ultrasound-Guided Intervention Systems [J].
Lasso, Andras ;
Heffter, Tamas ;
Rankin, Adam ;
Pinter, Csaba ;
Ungi, Tamas ;
Fichtinger, Gabor .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2014, 61 (10) :2527-2537
[10]   Photoacoustic tomography and sensing in biomedicine [J].
Li, Changhui ;
Wang, Lihong V. .
PHYSICS IN MEDICINE AND BIOLOGY, 2009, 54 (19) :R59-R97