TY - JOUR
T1 - Lightweight sCMOS-based high-density diffuse optical tomography
AU - Bergonzi, Karla M.
AU - Burns-Yocum, Tracy M.
AU - Bumstead, Jonathan R.
AU - Buckley, Elise M.
AU - Mannion, Patrick C.
AU - Tracy, Christopher H.
AU - Mennerick, Eli
AU - Ferradal, Silvina L.
AU - Dehghani, Hamid
AU - Eggebrecht, Adam T.
AU - Culver, Joseph P.
N1 - Funding Information:
This study was supported by the National Institutes of Health [R01NS090874 (JPC), K01MH103594 (ATE), and R21MH109775 (ATE)] and a fellowship from the Spencer T. and Ann W. Olin Fellowship at Washington University in St. Louis (KMB). The authors would like to thank David Muccigrosso and Annie Bice for help building the optical fibers in addition to Andrew K. Fishell, Matthew D. Reisman, and Patrick W. Wright for helpful discussions and support.
Publisher Copyright:
© The Authors. Published by SPIE under a Creative Commons Attribution 3.0 Unported License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
PY - 2018/7/1
Y1 - 2018/7/1
N2 - Though optical imaging of human brain function is gaining momentum, widespread adoption is restricted in part by a tradeoff among cap wearability, field of view, and resolution. To increase coverage while maintaining functional magnetic resonance imaging (fMRI)-comparable image quality, optical systems require more fibers. However, these modifications drastically reduce the wearability of the imaging cap. The primary obstacle to optimizing wearability is cap weight, which is largely determined by fiber diameter. Smaller fibers collect less light and lead to challenges in obtaining adequate signal-to-noise ratio. Here, we report on a design that leverages the exquisite sensitivity of scientific CMOS cameras to use fibers with ∼30 × smaller cross-sectional area than current high-density diffuse optical tomography (HD-DOT) systems. This superpixel sCMOS DOT (SP-DOT) system uses 200-μm-diameter fibers that facilitate a lightweight, wearable cap. We developed a superpixel algorithm with pixel binning and electronic noise subtraction to provide high dynamic range (>105), high frame rate (>6 Hz), and a low effective detectivity threshold (∼200 fW / Hz1/2-mm2), each comparable with previous HD-DOT systems. To assess system performance, we present retinotopic mapping of the visual cortex (n = 5 subjects). SP-DOT offers a practical solution to providing a wearable, large field-of-view, and high-resolution optical neuroimaging system.
AB - Though optical imaging of human brain function is gaining momentum, widespread adoption is restricted in part by a tradeoff among cap wearability, field of view, and resolution. To increase coverage while maintaining functional magnetic resonance imaging (fMRI)-comparable image quality, optical systems require more fibers. However, these modifications drastically reduce the wearability of the imaging cap. The primary obstacle to optimizing wearability is cap weight, which is largely determined by fiber diameter. Smaller fibers collect less light and lead to challenges in obtaining adequate signal-to-noise ratio. Here, we report on a design that leverages the exquisite sensitivity of scientific CMOS cameras to use fibers with ∼30 × smaller cross-sectional area than current high-density diffuse optical tomography (HD-DOT) systems. This superpixel sCMOS DOT (SP-DOT) system uses 200-μm-diameter fibers that facilitate a lightweight, wearable cap. We developed a superpixel algorithm with pixel binning and electronic noise subtraction to provide high dynamic range (>105), high frame rate (>6 Hz), and a low effective detectivity threshold (∼200 fW / Hz1/2-mm2), each comparable with previous HD-DOT systems. To assess system performance, we present retinotopic mapping of the visual cortex (n = 5 subjects). SP-DOT offers a practical solution to providing a wearable, large field-of-view, and high-resolution optical neuroimaging system.
KW - CMOS
KW - diffuse optical tomography
KW - fiber optics
KW - functional neuroimaging
KW - image reconstruction
KW - visual stimulus
UR - http://www.scopus.com/inward/record.url?scp=85052944310&partnerID=8YFLogxK
U2 - 10.1117/1.NPh.5.3.035006
DO - 10.1117/1.NPh.5.3.035006
M3 - Article
C2 - 30137925
AN - SCOPUS:85052944310
VL - 5
JO - Neurophotonics
JF - Neurophotonics
SN - 2329-423X
IS - 3
M1 - 035006
ER -