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Experiments were conducted to characterize the prototype's imaging performance relative to a standard commercial<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>and Monte Carlo (<jats:styled-content style=\"fixed-case\">MC<\/jats:styled-content>) simulations were performed to quantify the impact of several detector parameters on image quality and to inform the design of a proposed next\u2010generation prototype.<\/jats:p><\/jats:sec><jats:sec><jats:title>Methods<\/jats:title><jats:p>The prototype<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>utilizes an array of 3 cm long plastic\u2010scintillating fibers in place of the metal plate\/phosphor screen in standard<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>s. Using a clinical 6<jats:styled-content style=\"fixed-case\">MV<\/jats:styled-content>photon beam, the prototype's modulation transfer function (<jats:styled-content style=\"fixed-case\">MTF<\/jats:styled-content>), noise power spectrum (<jats:styled-content style=\"fixed-case\">NPS<\/jats:styled-content>), and detective quantum efficiency (<jats:styled-content style=\"fixed-case\">DQE<\/jats:styled-content>) were measured and compared to measurements taken using a standard commercial<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>. A sensitivity analysis was then performed using the<jats:styled-content style=\"fixed-case\">MC<\/jats:styled-content>model by quantifying these metrics while varying the values of several geometrical and optical transport parameters that were unspecified by the prototype manufacturer. Finally, the<jats:styled-content style=\"fixed-case\">MC<\/jats:styled-content>model was used to quantify the imaging performance of a proposed next\u2010generation prototype incorporating 1.5 cm long fibers that is better suited for integration with clinical portal imaging and dosimetry systems.<\/jats:p><\/jats:sec><jats:sec><jats:title>Results<\/jats:title><jats:p>The prototype<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>'s zero spatial frequency<jats:styled-content style=\"fixed-case\">DQE<\/jats:styled-content>exceeded 3%, more than doubling that measured with the standard<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>(1.25%). This increased<jats:styled-content style=\"fixed-case\">DQE<\/jats:styled-content>was a consequence of using a prototype array detector with a greater equivalent thickness than the combined copper plate and phosphor screen in a standard<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>. The increased thickness of our prototype decreased spatial resolution relative to the standard<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>; however, the prototype<jats:styled-content style=\"fixed-case\">EPID NPS<\/jats:styled-content>was also lower than that measured with the standard<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>across all spatial frequencies. The sensitivity analysis demonstrated that the<jats:styled-content style=\"fixed-case\">NPS<\/jats:styled-content>was strongly affected by the roughness of the boundaries between fiber core and cladding regions. By comparison, the<jats:styled-content style=\"fixed-case\">MTF<\/jats:styled-content>was most sensitive to beam divergence and the presence of air between the fiber array and underlying photodiode panel. Simulations demonstrated that by optimizing these parameters,<jats:styled-content style=\"fixed-case\">DQE<\/jats:styled-content>(0)<jats:italic>&gt;<\/jats:italic>4% may be achievable with the proposed next\u2010generation prototype design.<\/jats:p><\/jats:sec><jats:sec><jats:title>Conclusions<\/jats:title><jats:p>The first measurements characterizing the imaging performance of a novel water\u2010equivalent<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>for imaging and dosimetry in radiotherapy demonstrated a<jats:styled-content style=\"fixed-case\">DQE<\/jats:styled-content>(0) more than double that of a standard<jats:styled-content style=\"fixed-case\">EPID<\/jats:styled-content>.<jats:styled-content style=\"fixed-case\">MC<\/jats:styled-content>simulations further demonstrated the potential for developing a next\u2010generation prototype better suited for clinical translation with even higher<jats:styled-content 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