Abstract

Emerging three-dimensional (3D) printing technology enables the fabrication of optically realistic and morphologically complex tissue-simulating phantoms for the development and evaluation of novel optical imaging products. In this study, we assess the potential to print image-defined neurovascular phantoms with patent channels for contrast-enhanced near-infrared fluorescence (NIRF) imaging. An anatomical map defined from clinical magnetic resonance imaging (MRI) was segmented and processed into files suitable for printing a forebrain vessel network in rectangular and curved-surface biomimetic phantoms. Methods for effectively cleaning samples with complex vasculature were determined. A final set of phantoms were imaged with a custom NIRF system at 785 nm excitation using two NIRF contrast agents. In addition to demonstrating the strong potential of 3D printing for creating highly realistic, patient-specific biophotonic phantoms, our work provides insight into optimal methods for accomplishing this goal and elucidates current limitations of this approach.

© 2018 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

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2018 (1)

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
[Crossref] [PubMed]

2017 (5)

S. J. Arconada-Alvarez, J. E. Lemaster, J. Wang, and J. V. Jokerst, “The development and characterization of a novel yet simple 3D printed tool to facilitate phantom imaging of photoacoustic contrast agents,” Photoacoustics 5, 17–24 (2017).
[Crossref] [PubMed]

P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
[Crossref] [PubMed]

T. M. Bücking, E. R. Hill, J. L. Robertson, E. Maneas, A. A. Plumb, and D. I. Nikitichev, “From medical imaging data to 3D printed anatomical models,” PLoS One 12(5), e0178540 (2017).
[Crossref] [PubMed]

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
[Crossref] [PubMed]

L. A. Dempsey, M. Persad, S. Powell, D. Chitnis, and J. C. Hebden, “Geometrically complex 3D-printed phantoms for diffuse optical imaging,” Biomed. Opt. Express 8(3), 1754–1762 (2017).
[Crossref] [PubMed]

2016 (2)

B. Z. Bentz, A. V. Chavan, D. Lin, E. H. Tsai, and K. J. Webb, “Fabrication and application of heterogeneous printed mouse phantoms for whole animal optical imaging,” Appl. Opt. 55(2), 280–287 (2016).
[Crossref] [PubMed]

L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
[PubMed]

2015 (6)

A. Farina, A. Torricelli, I. Bargigia, L. Spinelli, R. Cubeddu, F. Foschum, M. Jäger, E. Simon, O. Fugger, A. Kienle, F. Martelli, P. Di Ninni, G. Zaccanti, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, and A. Pifferi, “In-vivo multilaboratory investigation of the optical properties of the human head,” Biomed. Opt. Express 6(7), 2609–2623 (2015).
[Crossref] [PubMed]

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

P. Diep, S. Pannem, J. Sweer, J. Lo, M. Snyder, G. Stueber, Y. Zhao, S. Tabassum, R. Istfan, J. Wu, S. Erramilli, and D. Roblyer, “Three-dimensional printed optical phantoms with customized absorption and scattering properties,” Biomed. Opt. Express 6(11), 4212–4220 (2015).
[Crossref] [PubMed]

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
[Crossref] [PubMed]

E. Dong, Z. Zhao, M. Wang, Y. Xie, S. Li, P. Shao, L. Cheng, and R. X. Xu, “Three-dimensional fuse deposition modeling of tissue-simulating phantom for biomedical optical imaging,” J. Biomed. Opt. 20(12), 121311 (2015).
[Crossref] [PubMed]

A. Corcoran, G. Muyo, J. van Hemert, A. Gorman, and A. R. Harvey, “Application of a wide-field phantom eye for optical coherence tomography and reflectance imaging,” J. Mod. Opt. 62(21), 1828–1838 (2015).
[Crossref] [PubMed]

2014 (5)

J. Wang, J. Coburn, C. P. Liang, N. Woolsey, J. C. Ramella-Roman, Y. Chen, and T. J. Pfefer, “Three-dimensional printing of tissue phantoms for biophotonic imaging,” Opt. Lett. 39(10), 3010–3013 (2014).
[Crossref] [PubMed]

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
[Crossref]

H. A. Zaidi, A. A. Abla, P. Nakaji, S. A. Chowdhry, F. C. Albuquerque, and R. F. Spetzler, “Indocyanine green angiography in the surgical management of cerebral arteriovenous malformations: lessons learned in 130 consecutive cases,” Neurosurgery 10(2), 246–251 (2014).
[Crossref] [PubMed]

K. L. Lurie, G. T. Smith, S. A. Khan, J. C. Liao, and A. K. Ellerbee, “Three-dimensional, distendable bladder phantom for optical coherence tomography and white light cystoscopy,” J. Biomed. Opt. 19(3), 036009 (2014).
[Crossref] [PubMed]

2013 (1)

S. L. Jacques, “Optical properties of biological tissues: a review,” Phys. Med. Biol. 58(11), R37–R61 (2013).
[Crossref] [PubMed]

2012 (5)

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

T. J. Pfefer and A. Agrawal, “A review of consensus test methods for established medical imaging modalities and their implications for optical coherence tomography,” Proc. SPIE 8215, 82150D (2012).
[Crossref]

C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
[Crossref] [PubMed]

L. Luu, P. A. Roman, S. A. Mathews, and J. C. Ramella-Roman, “Microfluidics based phantoms of superficial vascular network,” Biomed. Opt. Express 3(6), 1350–1364 (2012).
[Crossref] [PubMed]

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
[Crossref] [PubMed]

2011 (1)

2010 (3)

M. A. Gavrielides, R. Zeng, L. M. Kinnard, K. J. Myers, and N. Petrick, “Information-theoretic approach for analyzing bias and variance in lung nodule size estimation with CT: a phantom study,” IEEE Trans. Med. Imaging 29(10), 1795–1807 (2010).
[Crossref] [PubMed]

M. Kacprzak, A. Liebert, P. Sawosz, N. Żołek, D. Milej, and R. Maniewski, “Time-resolved imaging of fluorescent inclusions in optically turbid medium—phantom study,” Opto-Electron. Rev. 18(1), 37 (2010).
[Crossref]

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
[Crossref] [PubMed]

2009 (1)

B. D. Killory, P. Nakaji, L. F. Gonzales, F. A. Ponce, S. D. Wait, and R. F. Spetzler, “Prospective evaluation of surgical microscope-integrated intraoperative near-infrared indocyanine green angiography during cerebral arteriovenous malformation surgery,” Neurosurgery 65(3), 456–462 (2009).
[Crossref] [PubMed]

2008 (1)

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
[Crossref] [PubMed]

2006 (3)

B. W. Pogue and M. S. Patterson, “Review of tissue simulating phantoms for optical spectroscopy, imaging and dosimetry,” J. Biomed. Opt. 11(4), 041102 (2006).
[Crossref] [PubMed]

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
[Crossref] [PubMed]

S. C. Gebhart, W. C. Lin, and A. Mahadevan-Jansen, “In vitro determination of normal and neoplastic human brain tissue optical properties using inverse adding-doubling,” Phys. Med. Biol. 51(8), 2011–2027 (2006).
[Crossref] [PubMed]

2005 (1)

J. Zhao, H. S. Ding, X. L. Hou, C. L. Zhou, and B. Chance, “In vivo determination of the optical properties of infant brain using frequency-domain near-infrared spectroscopy,” J. Biomed. Opt. 10(2), 024028 (2005).
[Crossref] [PubMed]

2002 (1)

A. N. Yaroslavsky, P. C. Schulze, I. V. Yaroslavsky, R. Schober, F. Ulrich, and H. J. Schwarzmaier, “Optical properties of selected native and coagulated human brain tissues in vitro in the visible and near infrared spectral range,” Phys. Med. Biol. 47(12), 2059–2073 (2002).
[Crossref] [PubMed]

1993 (2)

Abla, A. A.

H. A. Zaidi, A. A. Abla, P. Nakaji, S. A. Chowdhry, F. C. Albuquerque, and R. F. Spetzler, “Indocyanine green angiography in the surgical management of cerebral arteriovenous malformations: lessons learned in 130 consecutive cases,” Neurosurgery 10(2), 246–251 (2014).
[Crossref] [PubMed]

Adams, K. E.

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
[Crossref] [PubMed]

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
[Crossref] [PubMed]

Agrawal, A.

T. J. Pfefer and A. Agrawal, “A review of consensus test methods for established medical imaging modalities and their implications for optical coherence tomography,” Proc. SPIE 8215, 82150D (2012).
[Crossref]

Akinnagbe, E.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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Akl, T.

Albuquerque, F. C.

H. A. Zaidi, A. A. Abla, P. Nakaji, S. A. Chowdhry, F. C. Albuquerque, and R. F. Spetzler, “Indocyanine green angiography in the surgical management of cerebral arteriovenous malformations: lessons learned in 130 consecutive cases,” Neurosurgery 10(2), 246–251 (2014).
[Crossref] [PubMed]

Aldrich, M. B.

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
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Angelone, L. M.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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Angermiller, B.

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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Beez, T.

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Bentz, B. Z.

Black, K. L.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Blanchard, D. K.

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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T. M. Bücking, E. R. Hill, J. L. Robertson, E. Maneas, A. A. Plumb, and D. I. Nikitichev, “From medical imaging data to 3D printed anatomical models,” PLoS One 12(5), e0178540 (2017).
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E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

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V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
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E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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Chance, B.

J. Zhao, H. S. Ding, X. L. Hou, C. L. Zhou, and B. Chance, “In vivo determination of the optical properties of infant brain using frequency-domain near-infrared spectroscopy,” J. Biomed. Opt. 10(2), 024028 (2005).
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E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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Chen, Y.

P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
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P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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Chitnis, D.

Chowdhry, S. A.

H. A. Zaidi, A. A. Abla, P. Nakaji, S. A. Chowdhry, F. C. Albuquerque, and R. F. Spetzler, “Indocyanine green angiography in the surgical management of cerebral arteriovenous malformations: lessons learned in 130 consecutive cases,” Neurosurgery 10(2), 246–251 (2014).
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Coburn, J.

Coburn, J. C.

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
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Cohen, E. D.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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A. Corcoran, G. Muyo, J. van Hemert, A. Gorman, and A. R. Harvey, “Application of a wide-field phantom eye for optical coherence tomography and reflectance imaging,” J. Mod. Opt. 62(21), 1828–1838 (2015).
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Cornelius, J. F.

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
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Coté, G. L.

Cubeddu, R.

Daher, B.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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P. van der Zee, M. Essenpreis, and D. T. Delpy, “Optical properties of brain tissue,” Proc. SPIE 1888, 454–465 (1993).
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Desjardins, A. E.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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Devor, A.

L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
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C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
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Diep, P.

Ding, H. S.

J. Zhao, H. S. Ding, X. L. Hou, C. L. Zhou, and B. Chance, “In vivo determination of the optical properties of infant brain using frequency-domain near-infrared spectroscopy,” J. Biomed. Opt. 10(2), 024028 (2005).
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Dong, E.

E. Dong, Z. Zhao, M. Wang, Y. Xie, S. Li, P. Shao, L. Cheng, and R. X. Xu, “Three-dimensional fuse deposition modeling of tissue-simulating phantom for biomedical optical imaging,” J. Biomed. Opt. 20(12), 121311 (2015).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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K. L. Lurie, G. T. Smith, S. A. Khan, J. C. Liao, and A. K. Ellerbee, “Three-dimensional, distendable bladder phantom for optical coherence tomography and white light cystoscopy,” J. Biomed. Opt. 19(3), 036009 (2014).
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Erramilli, S.

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P. van der Zee, M. Essenpreis, and D. T. Delpy, “Optical properties of brain tissue,” Proc. SPIE 1888, 454–465 (1993).
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Fife, C. E.

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
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E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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Fisher, R. E.

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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Foschum, F.

Fronczewska, K.

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
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Gagnon, L.

L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
[PubMed]

Gangalum, P. R.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Gavrielides, M. A.

M. A. Gavrielides, R. Zeng, L. M. Kinnard, K. J. Myers, and N. Petrick, “Information-theoretic approach for analyzing bias and variance in lung nodule size estimation with CT: a phantom study,” IEEE Trans. Med. Imaging 29(10), 1795–1807 (2010).
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S. C. Gebhart, W. C. Lin, and A. Mahadevan-Jansen, “In vitro determination of normal and neoplastic human brain tissue optical properties using inverse adding-doubling,” Phys. Med. Biol. 51(8), 2011–2027 (2006).
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D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
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Ghassemi, P.

P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
[Crossref] [PubMed]

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
[Crossref] [PubMed]

Ghosh, P.

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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B. D. Killory, P. Nakaji, L. F. Gonzales, F. A. Ponce, S. D. Wait, and R. F. Spetzler, “Prospective evaluation of surgical microscope-integrated intraoperative near-infrared indocyanine green angiography during cerebral arteriovenous malformation surgery,” Neurosurgery 65(3), 456–462 (2009).
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A. Corcoran, G. Muyo, J. van Hemert, A. Gorman, and A. R. Harvey, “Application of a wide-field phantom eye for optical coherence tomography and reflectance imaging,” J. Mod. Opt. 62(21), 1828–1838 (2015).
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V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
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D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Harvey, A. R.

A. Corcoran, G. Muyo, J. van Hemert, A. Gorman, and A. R. Harvey, “Application of a wide-field phantom eye for optical coherence tomography and reflectance imaging,” J. Mod. Opt. 62(21), 1828–1838 (2015).
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Harvey, B. R.

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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Hebden, J. C.

Hill, E. R.

T. M. Bücking, E. R. Hill, J. L. Robertson, E. Maneas, A. A. Plumb, and D. I. Nikitichev, “From medical imaging data to 3D printed anatomical models,” PLoS One 12(5), e0178540 (2017).
[Crossref] [PubMed]

Ho, C. M.

C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
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Hou, X. L.

J. Zhao, H. S. Ding, X. L. Hou, C. L. Zhou, and B. Chance, “In vivo determination of the optical properties of infant brain using frequency-domain near-infrared spectroscopy,” J. Biomed. Opt. 10(2), 024028 (2005).
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Houston, J. P.

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
[Crossref] [PubMed]

Hughes, R. D.

C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
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M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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Jacques, S. L.

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Jäger, M.

Jakab, A.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

Jokerst, J. V.

S. J. Arconada-Alvarez, J. E. Lemaster, J. Wang, and J. V. Jokerst, “The development and characterization of a novel yet simple 3D printed tool to facilitate phantom imaging of photoacoustic contrast agents,” Photoacoustics 5, 17–24 (2017).
[Crossref] [PubMed]

Joshua Pfefer, T.

P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
[Crossref] [PubMed]

Kacprzak, M.

A. Farina, A. Torricelli, I. Bargigia, L. Spinelli, R. Cubeddu, F. Foschum, M. Jäger, E. Simon, O. Fugger, A. Kienle, F. Martelli, P. Di Ninni, G. Zaccanti, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, and A. Pifferi, “In-vivo multilaboratory investigation of the optical properties of the human head,” Biomed. Opt. Express 6(7), 2609–2623 (2015).
[Crossref] [PubMed]

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

M. Kacprzak, A. Liebert, P. Sawosz, N. Żołek, D. Milej, and R. Maniewski, “Time-resolved imaging of fluorescent inclusions in optically turbid medium—phantom study,” Opto-Electron. Rev. 18(1), 37 (2010).
[Crossref]

Kainz, W.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

Kamp, M. A.

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
[Crossref] [PubMed]

Khan, S. A.

K. L. Lurie, G. T. Smith, S. A. Khan, J. C. Liao, and A. K. Ellerbee, “Three-dimensional, distendable bladder phantom for optical coherence tomography and white light cystoscopy,” J. Biomed. Opt. 19(3), 036009 (2014).
[Crossref] [PubMed]

Kienle, A.

Killory, B. D.

B. D. Killory, P. Nakaji, L. F. Gonzales, F. A. Ponce, S. D. Wait, and R. F. Spetzler, “Prospective evaluation of surgical microscope-integrated intraoperative near-infrared indocyanine green angiography during cerebral arteriovenous malformation surgery,” Neurosurgery 65(3), 456–462 (2009).
[Crossref] [PubMed]

King, T.

Kinnard, L. M.

M. A. Gavrielides, R. Zeng, L. M. Kinnard, K. J. Myers, and N. Petrick, “Information-theoretic approach for analyzing bias and variance in lung nodule size estimation with CT: a phantom study,” IEEE Trans. Med. Imaging 29(10), 1795–1807 (2010).
[Crossref] [PubMed]

Kinnunen, M.

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
[Crossref]

Kirillin, M. Y.

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
[Crossref]

Kittle, D. S.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Kiviniemi, V.

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
[Crossref]

Korhonen, V. O.

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
[Crossref]

Królicki, L.

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

Kuster, N.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

Kwon, S.

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
[Crossref] [PubMed]

Lee, P. H.

C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
[Crossref] [PubMed]

Lehec, S. C.

C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
[Crossref] [PubMed]

Lemaster, J. E.

S. J. Arconada-Alvarez, J. E. Lemaster, J. Wang, and J. V. Jokerst, “The development and characterization of a novel yet simple 3D printed tool to facilitate phantom imaging of photoacoustic contrast agents,” Photoacoustics 5, 17–24 (2017).
[Crossref] [PubMed]

Li, S.

E. Dong, Z. Zhao, M. Wang, Y. Xie, S. Li, P. Shao, L. Cheng, and R. X. Xu, “Three-dimensional fuse deposition modeling of tissue-simulating phantom for biomedical optical imaging,” J. Biomed. Opt. 20(12), 121311 (2015).
[Crossref] [PubMed]

Liang, C. P.

Liao, J. C.

K. L. Lurie, G. T. Smith, S. A. Khan, J. C. Liao, and A. K. Ellerbee, “Three-dimensional, distendable bladder phantom for optical coherence tomography and white light cystoscopy,” J. Biomed. Opt. 19(3), 036009 (2014).
[Crossref] [PubMed]

Liebert, A.

A. Farina, A. Torricelli, I. Bargigia, L. Spinelli, R. Cubeddu, F. Foschum, M. Jäger, E. Simon, O. Fugger, A. Kienle, F. Martelli, P. Di Ninni, G. Zaccanti, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, and A. Pifferi, “In-vivo multilaboratory investigation of the optical properties of the human head,” Biomed. Opt. Express 6(7), 2609–2623 (2015).
[Crossref] [PubMed]

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

M. Kacprzak, A. Liebert, P. Sawosz, N. Żołek, D. Milej, and R. Maniewski, “Time-resolved imaging of fluorescent inclusions in optically turbid medium—phantom study,” Opto-Electron. Rev. 18(1), 37 (2010).
[Crossref]

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
[Crossref] [PubMed]

Lin, D.

Lin, W. C.

S. C. Gebhart, W. C. Lin, and A. Mahadevan-Jansen, “In vitro determination of normal and neoplastic human brain tissue optical properties using inverse adding-doubling,” Phys. Med. Biol. 51(8), 2011–2027 (2006).
[Crossref] [PubMed]

Ljubimova, J.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Lloyd, B.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

Lo, J.

Long, R.

Lurie, K. L.

K. L. Lurie, G. T. Smith, S. A. Khan, J. C. Liao, and A. K. Ellerbee, “Three-dimensional, distendable bladder phantom for optical coherence tomography and white light cystoscopy,” J. Biomed. Opt. 19(3), 036009 (2014).
[Crossref] [PubMed]

Luu, L.

Macdonald, R.

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
[Crossref] [PubMed]

Maczewska, J.

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

Mahadevan-Jansen, A.

S. C. Gebhart, W. C. Lin, and A. Mahadevan-Jansen, “In vitro determination of normal and neoplastic human brain tissue optical properties using inverse adding-doubling,” Phys. Med. Biol. 51(8), 2011–2027 (2006).
[Crossref] [PubMed]

Makris, N.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

Mamelak, A.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Maneas, E.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
[Crossref] [PubMed]

T. M. Bücking, E. R. Hill, J. L. Robertson, E. Maneas, A. A. Plumb, and D. I. Nikitichev, “From medical imaging data to 3D printed anatomical models,” PLoS One 12(5), e0178540 (2017).
[Crossref] [PubMed]

Maniewski, R.

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

M. Kacprzak, A. Liebert, P. Sawosz, N. Żołek, D. Milej, and R. Maniewski, “Time-resolved imaging of fluorescent inclusions in optically turbid medium—phantom study,” Opto-Electron. Rev. 18(1), 37 (2010).
[Crossref]

Manimaran, M.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
[Crossref] [PubMed]

Marshall, M. V.

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
[Crossref] [PubMed]

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
[Crossref] [PubMed]

Martelli, F.

Mathews, S. A.

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
[Crossref] [PubMed]

L. Luu, P. A. Roman, S. A. Mathews, and J. C. Ramella-Roman, “Microfluidics based phantoms of superficial vascular network,” Biomed. Opt. Express 3(6), 1350–1364 (2012).
[Crossref] [PubMed]

Maus, E. A.

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
[Crossref] [PubMed]

Mawad, M. E.

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
[Crossref] [PubMed]

Mayzner-Zawadzka, E.

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

McShane, M. J.

Melchiorri, A. J.

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
[Crossref] [PubMed]

Milej, D.

A. Farina, A. Torricelli, I. Bargigia, L. Spinelli, R. Cubeddu, F. Foschum, M. Jäger, E. Simon, O. Fugger, A. Kienle, F. Martelli, P. Di Ninni, G. Zaccanti, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, and A. Pifferi, “In-vivo multilaboratory investigation of the optical properties of the human head,” Biomed. Opt. Express 6(7), 2609–2623 (2015).
[Crossref] [PubMed]

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
[Crossref] [PubMed]

M. Kacprzak, A. Liebert, P. Sawosz, N. Żołek, D. Milej, and R. Maniewski, “Time-resolved imaging of fluorescent inclusions in optically turbid medium—phantom study,” Opto-Electron. Rev. 18(1), 37 (2010).
[Crossref]

Mitry, R. R.

C. M. Ho, A. Dhawan, R. D. Hughes, S. C. Lehec, J. Puppi, C. Philippeos, P. H. Lee, and R. R. Mitry, “Use of indocyanine green for functional assessment of human hepatocytes for transplantation,” Asian J. Surg. 35(1), 9–15 (2012).
[Crossref] [PubMed]

Möller, M.

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
[Crossref] [PubMed]

Muyo, G.

A. Corcoran, G. Muyo, J. van Hemert, A. Gorman, and A. R. Harvey, “Application of a wide-field phantom eye for optical coherence tomography and reflectance imaging,” J. Mod. Opt. 62(21), 1828–1838 (2015).
[Crossref] [PubMed]

Myers, K. J.

M. A. Gavrielides, R. Zeng, L. M. Kinnard, K. J. Myers, and N. Petrick, “Information-theoretic approach for analyzing bias and variance in lung nodule size estimation with CT: a phantom study,” IEEE Trans. Med. Imaging 29(10), 1795–1807 (2010).
[Crossref] [PubMed]

Myllyla, T. S.

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
[Crossref]

Nakaji, P.

H. A. Zaidi, A. A. Abla, P. Nakaji, S. A. Chowdhry, F. C. Albuquerque, and R. F. Spetzler, “Indocyanine green angiography in the surgical management of cerebral arteriovenous malformations: lessons learned in 130 consecutive cases,” Neurosurgery 10(2), 246–251 (2014).
[Crossref] [PubMed]

B. D. Killory, P. Nakaji, L. F. Gonzales, F. A. Ponce, S. D. Wait, and R. F. Spetzler, “Prospective evaluation of surgical microscope-integrated intraoperative near-infrared indocyanine green angiography during cerebral arteriovenous malformation surgery,” Neurosurgery 65(3), 456–462 (2009).
[Crossref] [PubMed]

Neufeld, E.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
[Crossref] [PubMed]

Nikitichev, D. I.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
[Crossref] [PubMed]

T. M. Bücking, E. R. Hill, J. L. Robertson, E. Maneas, A. A. Plumb, and D. I. Nikitichev, “From medical imaging data to 3D printed anatomical models,” PLoS One 12(5), e0178540 (2017).
[Crossref] [PubMed]

Obrig, H.

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
[Crossref] [PubMed]

Ourselin, S.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
[Crossref] [PubMed]

Pannem, S.

Parrish-Novak, J. E.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Patil, R.

D. S. Kittle, A. Mamelak, J. E. Parrish-Novak, S. Hansen, R. Patil, P. R. Gangalum, J. Ljubimova, K. L. Black, and P. Butte, “Fluorescence-guided tumor visualization using the tumor paint BLZ-100,” Cureus 6(9), e210 (2014).

Patterson, M. S.

B. W. Pogue and M. S. Patterson, “Review of tissue simulating phantoms for optical spectroscopy, imaging and dosimetry,” J. Biomed. Opt. 11(4), 041102 (2006).
[Crossref] [PubMed]

Persad, M.

Petrick, N.

M. A. Gavrielides, R. Zeng, L. M. Kinnard, K. J. Myers, and N. Petrick, “Information-theoretic approach for analyzing bias and variance in lung nodule size estimation with CT: a phantom study,” IEEE Trans. Med. Imaging 29(10), 1795–1807 (2010).
[Crossref] [PubMed]

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Pfefer, T. J.

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
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J. Wang, J. Coburn, C. P. Liang, N. Woolsey, J. C. Ramella-Roman, Y. Chen, and T. J. Pfefer, “Three-dimensional printing of tissue phantoms for biophotonic imaging,” Opt. Lett. 39(10), 3010–3013 (2014).
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T. J. Pfefer and A. Agrawal, “A review of consensus test methods for established medical imaging modalities and their implications for optical coherence tomography,” Proc. SPIE 8215, 82150D (2012).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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Pifferi, A.

Plumb, A. A.

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B. W. Pogue and M. S. Patterson, “Review of tissue simulating phantoms for optical spectroscopy, imaging and dosimetry,” J. Biomed. Opt. 11(4), 041102 (2006).
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V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
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Prahl, S. A.

Pruessmann, K. P.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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Puppi, J.

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Rahmani, B.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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Ramella-Roman, J. C.

Rasmussen, J. C.

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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Rinneberg, H.

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
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T. M. Bücking, E. R. Hill, J. L. Robertson, E. Maneas, A. A. Plumb, and D. I. Nikitichev, “From medical imaging data to 3D printed anatomical models,” PLoS One 12(5), e0178540 (2017).
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Roblyer, D.

Roman, P. A.

Sakadžic, S.

L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
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Sampath, L.

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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Sarikaya-Seiwert, S.

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
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A. Farina, A. Torricelli, I. Bargigia, L. Spinelli, R. Cubeddu, F. Foschum, M. Jäger, E. Simon, O. Fugger, A. Kienle, F. Martelli, P. Di Ninni, G. Zaccanti, D. Milej, P. Sawosz, M. Kacprzak, A. Liebert, and A. Pifferi, “In-vivo multilaboratory investigation of the optical properties of the human head,” Biomed. Opt. Express 6(7), 2609–2623 (2015).
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Schober, R.

A. N. Yaroslavsky, P. C. Schulze, I. V. Yaroslavsky, R. Schober, F. Ulrich, and H. J. Schwarzmaier, “Optical properties of selected native and coagulated human brain tissues in vitro in the visible and near infrared spectral range,” Phys. Med. Biol. 47(12), 2059–2073 (2002).
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Schulze, P. C.

A. N. Yaroslavsky, P. C. Schulze, I. V. Yaroslavsky, R. Schober, F. Ulrich, and H. J. Schwarzmaier, “Optical properties of selected native and coagulated human brain tissues in vitro in the visible and near infrared spectral range,” Phys. Med. Biol. 47(12), 2059–2073 (2002).
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Schwarzmaier, H. J.

A. N. Yaroslavsky, P. C. Schulze, I. V. Yaroslavsky, R. Schober, F. Ulrich, and H. J. Schwarzmaier, “Optical properties of selected native and coagulated human brain tissues in vitro in the visible and near infrared spectral range,” Phys. Med. Biol. 47(12), 2059–2073 (2002).
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Secomb, T. W.

L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
[PubMed]

Sergeeva, E. A.

V. O. Korhonen, T. S. Myllyla, M. Y. Kirillin, A. P. Popov, A. V. Bykov, A. V. Gorshkov, E. A. Sergeeva, M. Kinnunen, and V. Kiviniemi, “Light propagation in NIR spectroscopy of the human brain,” IEEE J. Sel. Top. Quantum Electron. 20(2), 289–298 (2014).
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C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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Slotty, P. J.

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
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L. Gagnon, A. F. Smith, D. A. Boas, A. Devor, T. W. Secomb, and S. Sakadžić, “Modeling of cerebral oxygen transport based on in vivo microscopic imaging of microvascular network structure, blood flow, and oxygenation,” Front. Comput. Neurosci. 10(82), 82 (2016).
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Sorg, B. S.

P. Ghassemi, J. Wang, A. J. Melchiorri, J. C. Ramella-Roman, S. A. Mathews, J. C. Coburn, B. S. Sorg, Y. Chen, and T. J. Pfefer, “Rapid prototyping of biomimetic vascular phantoms for hyperspectral reflectance imaging,” J. Biomed. Opt. 20(12), 121312 (2015).
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B. D. Killory, P. Nakaji, L. F. Gonzales, F. A. Ponce, S. D. Wait, and R. F. Spetzler, “Prospective evaluation of surgical microscope-integrated intraoperative near-infrared indocyanine green angiography during cerebral arteriovenous malformation surgery,” Neurosurgery 65(3), 456–462 (2009).
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Steiger, H. J.

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
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Steinbrink, J.

A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
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Sweer, J.

Tabassum, S.

Tan, I. C.

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Torricelli, A.

Tsai, E. H.

Turowski, B.

M. A. Kamp, S. Sarikaya-Seiwert, A. K. Petridis, T. Beez, J. F. Cornelius, H. J. Steiger, B. Turowski, and P. J. Slotty, “Intraoperative indocyanine green–based cortical perfusion assessment in patients suffering from severe traumatic brain injury,” World Neurosurg. 101(101), 431–443 (2017).
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A. N. Yaroslavsky, P. C. Schulze, I. V. Yaroslavsky, R. Schober, F. Ulrich, and H. J. Schwarzmaier, “Optical properties of selected native and coagulated human brain tissues in vitro in the visible and near infrared spectral range,” Phys. Med. Biol. 47(12), 2059–2073 (2002).
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E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
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M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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A. Liebert, H. Wabnitz, H. Obrig, R. Erdmann, M. Möller, R. Macdonald, H. Rinneberg, A. Villringer, and J. Steinbrink, “Non-invasive detection of fluorescence from exogenous chromophores in the adult human brain,” Neuroimage 31(2), 600–608 (2006).
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B. D. Killory, P. Nakaji, L. F. Gonzales, F. A. Ponce, S. D. Wait, and R. F. Spetzler, “Prospective evaluation of surgical microscope-integrated intraoperative near-infrared indocyanine green angiography during cerebral arteriovenous malformation surgery,” Neurosurgery 65(3), 456–462 (2009).
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P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
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P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
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J. Wang, J. Coburn, C. P. Liang, N. Woolsey, J. C. Ramella-Roman, Y. Chen, and T. J. Pfefer, “Three-dimensional printing of tissue phantoms for biophotonic imaging,” Opt. Lett. 39(10), 3010–3013 (2014).
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Wang, M.

E. Dong, Z. Zhao, M. Wang, Y. Xie, S. Li, P. Shao, L. Cheng, and R. X. Xu, “Three-dimensional fuse deposition modeling of tissue-simulating phantom for biomedical optical imaging,” J. Biomed. Opt. 20(12), 121311 (2015).
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P. Ghassemi, B. Wang, J. Wang, Q. Wang, Y. Chen, and T. Joshua Pfefer, “Evaluation of mobile phone performance for near-infrared fluorescence imaging,” IEEE Trans. Biomed. Eng. 64(7), 1650–1653 (2017).
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Wang, X.

M. V. Marshall, J. C. Rasmussen, I. C. Tan, M. B. Aldrich, K. E. Adams, X. Wang, C. E. Fife, E. A. Maus, L. A. Smith, and E. M. Sevick-Muraca, “Near-infrared fluorescence imaging in humans with indocyanine green: a review and update,” Open Surg. Oncol. J. 2(2), 12–25 (2010).
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Weigl, W.

D. Milej, A. Gerega, N. Zołek, W. Weigl, M. Kacprzak, P. Sawosz, J. Mączewska, K. Fronczewska, E. Mayzner-Zawadzka, L. Królicki, R. Maniewski, and A. Liebert, “Time-resolved detection of fluorescent light during inflow of ICG to the brain-a methodological study,” Phys. Med. Biol. 57(20), 6725–6742 (2012).
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Welch, A. J.

Wendt, J. A.

E. M. Sevick-Muraca, R. Sharma, J. C. Rasmussen, M. V. Marshall, J. A. Wendt, H. Q. Pham, E. Bonefas, J. P. Houston, L. Sampath, K. E. Adams, D. K. Blanchard, R. E. Fisher, S. B. Chiang, R. Elledge, and M. E. Mawad, “Imaging of lymph flow in breast cancer patients after microdose administration of a near-infrared fluorophore: feasibility study,” Radiology 246(3), 734–741 (2008).
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West, S. J.

E. Maneas, W. Xia, D. I. Nikitichev, B. Daher, M. Manimaran, R. Y. J. Wong, C. W. Chang, B. Rahmani, C. Capelli, S. Schievano, G. Burriesci, S. Ourselin, A. L. David, M. C. Finlay, S. J. West, T. Vercauteren, and A. E. Desjardins, “Anatomically realistic ultrasound phantoms using gel wax with 3D printed moulds,” Phys. Med. Biol. 63(1), 015033 (2018).
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Wilganowski, N.

C. A. Davies-Venn, B. Angermiller, N. Wilganowski, P. Ghosh, B. R. Harvey, G. Wu, S. Kwon, M. B. Aldrich, and E. M. Sevick-Muraca, “Albumin-binding domain conjugate for near-infrared fluorescence lymphatic imaging,” Mol. Imaging Biol. 14(3), 301–314 (2012).
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Wilm, B. J.

M. I. Iacono, E. Neufeld, E. Akinnagbe, K. Bower, J. Wolf, I. Vogiatzis Oikonomidis, D. Sharma, B. Lloyd, B. J. Wilm, M. Wyss, K. P. Pruessmann, A. Jakab, N. Makris, E. D. Cohen, N. Kuster, W. Kainz, and L. M. Angelone, “MIDA: a multimodal imaging-based detailed anatomical model of the human head and neck,” PLoS One 10(4), e0124126 (2015).
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Supplementary Material (1)

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» Visualization 1       MicroCT images of cerebral phantoms

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Figures (10)

Fig. 1
Fig. 1 Overview of process for generating biomimetic, image-defined neurovascular phantoms, leading to NIR fluorescence imaging. The segmented MRI-image-defined data volume was generated by Iacono et al. [24].
Fig. 2
Fig. 2 Illustration of the main components of the digital neurovascular map generated from the MRI volumetric model [24]: (a) full network of larger arteries (red) and veins (blue), and frontal lobe region used in this study, including (b, c) vasculature, (d) grey matter, and (d) white matter.
Fig. 3
Fig. 3 Neurovascular phantom design. (a) Modified channels with enlarged diameters, (b) Color-coded illustration of channel depth in rectangular neurovascular phantom, unit is mm, (c) & (d) Design of morphologically-mimic neurovascular phantom, front view (c) and back view (d)
Fig. 4
Fig. 4 Optical properties of combined 3D printing materials, including absorption and reduced scattering coefficients. Results are presented for a 100% white material as well as a mixture of white and black materials. (Absorption coefficient: Solid line; Reduced scattering coefficient: Dashed line)
Fig. 5
Fig. 5 Schematic illustrating layout of NIRF system(s).
Fig. 6
Fig. 6 Flaws in 3D-printed curved-surface neurovascular phantom, including: (a) an external crack on the surface of the phantom; (b) the same external crack visualized with microCT imaging; and (c) an internal crack in a subsurface area which was not readily apparent on inspection but clearly seen with microCT.
Fig. 7
Fig. 7 (a) 3D-printed rectangular neurovascular phantom and (b) 3D-printed morphologically-mimic neurovascular phantom, Channels are filled with blood-ICG solution. (c) Back view of the morphologically-mimic neurovascular phantom, (d) Reconstructed microCT image of neurovascular phantom.
Fig. 8
Fig. 8 (a)&(b) 22 typical locations of channels chosen for quantification of the channel sizes. (c) Comparison of vessel diameters between MRI image volume and final printed phantom; (d) vessel diameters in enlarged digital design and final printed phantom. Blue dots referred to different locations shown in (a)&(b).
Fig. 9
Fig. 9 NIRF images of rectangular neurovascular phantom in Fig. 7(a) filled with (a) ICG and (b) IR800.
Fig. 10
Fig. 10 NIRF (a,d), white light (b,e) and combined overlay images (c, f) of the biomimetic neurovascular phantom filled with ICG (a, b, c) and IR800 (d, e, f).

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