Science behind the instrument

Research.

The science behind DQEPro is grounded in decades of published research on x-ray image quality and detector physics.

Fundamentals

What is DQE?

The detective quantum efficiency is the definitive measure of x-ray detector performance. It quantifies how efficiently a detector converts incident x-ray photons into useful image signal — the closer to unity, the better the image quality at a given patient dose.

Why it matters

Regulations ensure patient exposures stay within limits, and traditional tests provide subjective image quality grading. But only DQE measures actual detector performance — whether the system is producing the best possible images for the exposure delivered.

Why it's been inaccessible

A conventional DQE measurement requires a trained physicist, custom software, dedicated lab equipment, and at least eight hours of work. This has kept routine DQE testing out of reach for most institutions.

What DQEPro changes

DQEPro packages the measurement hardware, calibration, and IEC 62220-1 analysis into a single automated instrument — no dedicated lab, no custom software, no physics expertise required.

Peer-reviewed

Publications.

Selected peer-reviewed research and theses connected to the science behind DQEPro.

2024

Can processed images be used to determine the modulation transfer function and detective quantum efficiency?

L.M. Garland, H.J. Yang, P.A. Picot, J. Tanguay, I.A. CunninghamJ Med Imaging, 11(3):033502

2017

MTF and DQE enhancement using an apodized-aperture x-ray detector design

T.F. Nano, T. Escartin, E. Ismailova, K.S. Karim, J. Lindström, H.K. Kim, I.A. CunninghamMedical Physics, 44(9):4525–4535

2017

Determining the Detective Quantum Efficiency (DQE) of X-Ray Detectors in Clinical Environments

T.R. EscartinMSc Thesis, University of Western Ontario, Medical Biophysics

2015

Detective quantum efficiency of photon-counting x-ray detectors

J. Tanguay, S. Yun, H.K. Kim, I.A. CunninghamMedical Physics, 42(1):491–509

2013

The detective quantum efficiency of photon-counting x-ray detectors using cascaded-systems analyses

J. Tanguay, S. Yun, H.K. Kim, I.A. CunninghamMedical Physics, 40(4):041913

2013

Cascaded-systems analyses and the detective quantum efficiency of single-Z x-ray detectors including photoelectric, coherent and incoherent interactions

S. Yun, J. Tanguay, H.K. Kim, I.A. CunninghamMedical Physics, 40(4):041916

1999

Signal-to-noise optimization of medical imaging systems

I.A. Cunningham, R. ShawJ Opt Soc Am A, 16(3):621–632

1998

Signal, noise power spectrum, and detective quantum efficiency of indirect-detection flat-panel imagers for diagnostic radiology

J.H. Siewerdsen, L.E. Antonuk, Y. el-Mohri, J. Yorkston, W. Huang, I.A. CunninghamMedical Physics, 25(5):614–628

1997

A quantum accounting and detective quantum efficiency analysis for video-based portal imaging

J.P. Bissonnette, I.A. Cunningham, D.A. Jaffray, A. Fenster, P. MunroMedical Physics, 24(6):815–826

1994

A spatial-frequency dependent quantum accounting diagram and detective quantum efficiency model of signal and noise propagation in cascaded imaging systems

I.A. Cunningham, M.S. Westmore, A. FensterMedical Physics, 21(3):417–427

1963

The Equivalent Quantum Efficiency of the Photographic Process

R. ShawThe Journal of Photographic Science, 11(4):199–204

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