SORMA WEST 2008 Seung Man Yun , Chang Hwy Lim, Min Kook Cho, Ho Kyung Kim * School of Mechanical Engineering, Pusan National University, Busan 609-735, Republic of Korea Thorsten Graeve Rad-icon Imaging Corp., Belick street, Santa Clara, CA 95045-2404, USA
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SORMA WEST 2008
Seung Man Yun, Chang Hwy Lim, Min Kook Cho, Ho Kyung Kim*
School of Mechanical Engineering, Pusan National University, Busan 609-735, Republic of Korea
Thorsten GraeveRad-icon Imaging Corp., Belick street, Santa Clara, CA 95045-2404, USA
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Motivation & Objective
Experimental
Image data analysis
Modeling
Monte Carlo simulation
Results
Conclusion
Contents
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Motivation & Objective Investigated noise-power spectrum of an indirect-conversion detector
– A thin phosphor screen + CMOS photodiode array
NPS degradation due to the additional white spectral noise
– Directly absorbed x-ray photons unattenuated from the overlying scintillator???
Purpose of this study
– Measurements of signal and noise characteristics induced by direct x-ray absorption in photodiode array
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Expected: NPS(f)
Measured
White spectral noiseExpected: NPS(f)
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Experimental (1/3) Detector preparation
– Photodiode arrays manufactured by CMOS process (Rad-icon Imaging Corp., USA)
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RadEyeTM
Phosphor screenRad-icon RadEye1TM
Array format 512 × 1024 pixels
Pixel pitch 48 mm
Field of view 25 × 50 mm2
Dynamic range 85 dB (>14 bits)
ADC bit-depth 12 bits
Pixel fill factor 0.87
Saturation 2,800,000 electrons
Dark current (each pixel) < 104 electrons/sec
Read Noise (at 1 fps) < 200 electrons
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Experimental (2/3) Two phosphor screen
– Terbium-doped gadolinium oxysulfide phosphor screen (Eastman Kodak Co., USA)
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Min-R2000TM
Composition Gd2O2S:Tb
Coverage 33.91 mg/cm2
Thickness 84 mm
Density 4.04 g/cm3
Lanex MediumTM
Composition Gd2O2S:Tb
Coverage 59.20 mg/cm2
Thickness 160 mm
Density 3.70 g/cm3
Thickness
Thickness
84 mm
160 mm
Input dose
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
X-ray quality in IEC standard
Technique W/Al RQA5
IEC filtration
mmAl
2.5 21
IEC HVL 0.83 6.8
Measured HVL 0.85 6.78
IEC tube voltagekVp
28 70
Adjusted voltage 28 69
Calculated q#/mm2/mGy
6,575 30,174
Measured q 6,527 29,707
Percent difference % 0.73 1.55
In order to isolate the signal and noise due to the direct x-rays from those due to the optical photons
– Insert a light-absorbing blackout material between a phosphor screen and photodiode array
Experimental (3/3)
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IEC 61267, 62220-1-2 reports
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Image data analysis Signals due to absorption of optical photons or direct x-rays are uncorrelated each other
– Mean and variance of an x-ray white image Iwhite
– Mean and variance of a direct x-ray image Idirect
– Mean and variance of a dark image Ioffset
– Magnitude of each signal and noise
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darkdirectoptwhite SSSIMean
blackwhiteopt IMeanIMeanS
offsetblackdirect IMeanIMeanS
2222
adddarkdirectoptwhiteIVar
blackwhiteopt IVarIVar 2
offsetblackdirect IVarIVar 2
darkdirectdirect SSIMean 222
adddarkdirectdirectIVar
darkoffset SIMean 22
adddarkdirectIVar
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Interaction mechanism to produce electronic signals in an indirect-conversion detect
Modeling (1/3)
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Optical Direct
Gd2O2S:Tb screen
Photodiode array
e-
e-
x-ray photons
light photons
SiO2 passivationp-n junction
Si substrate
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Modeling signal and noise characteristics using the cascaded linear-systems theory
Modeling (2/3)
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Cascaded model due to the optical photon
Cascaded model due to the direct x-ray absorption
H. K. Kim, "Generalized cascaded model to assess noise transfer in scintillator-based x-ray imaging detectors," Appl. Phys. Lett., vol. 89, iss. 23, pp. 233504-1–233504-3, 2006.
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Cascaded model due to the optical photon
Cascaded model due to the direct x-ray absorption
Modeling (3/3)
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pdscnscnopt aqn γβα2
pdpdscndirect aqn βα)α1(2
1
βγ1γβαδ 22
scn
scnpdpdscnscnopt
Iaq
pd
pdpdscn
directI
aq 22
2β)αα(1
δ
Notations
n mean number of electrons
d2 Variance
q average incident x-ray fluence
a photodiode aperture size
a quantum absorption efficiency
b mean gain of secondary quanta
gpd quantum efficiency of photodiode
I Swank or statistical factor
scn in phosphor screen
pd in photodiode array
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Monte Carlo simulation In order to avoid the contamination of the other interactions such as Compton scattered X-rays
– We removed the phosphor layer in Monte Carlo geometry when simulate the direct absorption X-rays
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (1/6) Measured signal mean-variance curve due to the direct x-ray photon absorption
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (2/6) Measured signal mean-variance curve due to the optical photon absorption
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (3/6) Comparing with calculation and measured results (RQA5, Min-R2000TM screen)
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (4/6) This discrepancy comes from Compton scattered x-ray s in p-n junction of diffusion of electrons
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phosphor screen
SiO2 passivation
p-n junction
Si substrate
SiO2 passivation
p-n junction
Si substrate
SiO2 passivation
p-n junction
Spectrum F(E)
F(E)emLscn
F(E)emLscn
SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (5/6) Energy dependency noise power spectrum (kerma normalized)
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (6/6) Screen dependency noise power spectrum (kerma normalized)
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Conclusion
From the measurement results
– Although the magnitude of direct signal is small, but its variance is considerably large
– It gives rise to the reduction of signal-to-noise ratio
From the theoretical estimation
– The effect of direct x-ray absorption is negligible in radiographic imaging condition
Main cause of the degradation in noise characteristics and thus the reduction of SNR is not by the direct x-rays but by the other sources
– such as the Compton scattered x-rays from a phosphor screen
It should be noted that the magnitude of signal and noise due to the direct x-ray absorption is considerable in mammographic imaging condition (PE is dominant process in this condition)
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Fin.
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SORMA WEST, June 2-5, 2008, Berkeley, CA, USA
Results (1/6)
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Measured signal and noise magnitudes with respect to the optical and direct x-ray photons