Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R))...
Transcript of Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R))...
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PET, TOFPET & SPECTChin-Tu Chen
Chien-Min Kao, Christian Wietholt, Qingguo Xie, Yun Dong, Jeffrey Souris,
Hsing-Tsuen Chen, Bill C. O’Brien-Penney, Patrick J. La Riviere, Xiaochuan Pan
Department of Radiology & Committee on Medical PhysicsPritzker School of Medicine & Division of Biological Sciences
The University of Chicago
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PET Principle
P N + e+ + n + energy
E = mc2
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15O 13N11C18F64Cu82Rb124I
PET Isotopes
PET Tracers
[15O]-O2 [15O]-H2O
[15O]-H2O [15O]-CO
[13N]-NH3 [18F]-FDOPA
[13N]-glutamate [18F–]
[11C]-acetate [18F]-FDG
[11C]-palmitate
[11C]-methionine
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Normal Alzheimer’ s Disease
RV LV
LIVER
LUNGSPM
AP PROJECTION
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PET/CT Imaging
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0 10 20 30 40 50
striatumcerebellum
cps
Time(min)
Biochemical Imaging with Small AnimalsBiochemical Imaging with Small Animals
microPETmicroPET
[11C]WIN 35,428
N
11CH3 O
F
OCH3
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Human PET: 3-4mm; Target: 1-2mmAnimal PET: 1-2 mm; Target: <0.5mm
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Siemens “Molecular Imaging”
Multi-Modality Integrative System
PET/MRIPET/SPECT/CT
ForAnimal Imaging
PET/SPECT
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A PET Scanner
TruesCoincidence
ScatterCoincidence
T
XS
Investigation of Scatter in PETUsing SimSET
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Effect of scatter on image
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Effect of scatter on image
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scanner: 7.5 cm inner radius, 15% resolution
510 keV
540 keV
450 keV
420 keV (Photon 2 pulse height)
480 keV
CylinderBoxSphere
TFF vs. object shape
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10% energy resolution, large scanner
510 KeV
450 keV
540 keV
540 keV
510 keV480 keV
480 keV
450 keV
Thin phantomObese phantom
TFF vs. object size
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10% energy resolution
540 keV
510 keV
480 keV
450 keV
Large ScannerSmall Scanner
thin phantom
TFF vs. scanner radius
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Thin phantom in the large scanner
LLD = 150 keV
LLD = 350 keV
raw corrected
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LLD = 150 keV
LLD = 350 keV
raw corrected
Obese phantom in the small scanner
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Dual-Head microPET PrototypeSimSET
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Sensitivity
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Flexible Configuration
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Example ReconstructionExample Reconstruction
Noiseless data
Noisy data
5 cm
25.2 cm
~16 cm
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Time-of-Flight TomographTime-of-Flight Tomograph
• Can localize source along line of flight - depends on timing resolution of detectors
• Time of flight information can improve signal-to-noise in images - weighted back-projection along line-of-response (LOR)
D
Δ x = uncertainty in position along LOR= c . Δt/2
Δ x
Karp, et al, UPenn
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Benefit of TOFno TOF 300 ps TOF1
Mct
s5
Mct
s10
Mct
s
5Mcts1Mcts1Mcts TOF
5Mcts TOF
Better image qualityFaster scan time
Karp, et al, UPenn
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Smaller CW reduces randoms, scatter, and trues, at different rates. Is it beneficial to employ CWs much smaller than those currently being used, even though it is much smaller than the object size?
In detector design, one could make a compromise between timing resolution and other performance characteristics such as energy resolution. Therefore: In TOF-PET imaging, is it possible to trade energy resolution for timing resolution in such ways not diminishing, or even leading to improved, image quality?
Questions
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MethodsGATE Simulation
PET:82.5 cm ring diameter, 16.2 cm axial length24 transaxial rings made of 6.45×6.45×25mm3 LSO crystals1mm thickness and 66.5mm length septa~60 cm diameter FOV
Phantom:40cm diameter, 16.2cm height cylindercontaining uniform activity of ~6.3KBq/cc
Data generation: Perfect timing and energy resolution single events were generated by GATE. We then re-sampled the arrival times and detected energies of the simulated single events with Gaussian distributions to obtain specific energy resolutions (ER) and timing resolutions (TR). Various coincidence windows (CWs) are applied to obtained coincidence events.
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Table 2. TR300ps-ER30% vs. TR700ps-ER15% with CW600ps,1000ps,1400ps,2ns,4ns
SF is larger with the 300ps TR, 30% ER case.RF increases with the coincidence windowNEC reaches maximum at CW~1.4ns
Results
962248.1900283.10.2199670.2937860.2081260.27577541918967293239069461596714865041617618CW 4000ps
109525410526260.1243340.1729530.2081610.2756421847634992440449763674215386921673307CW 2000ps
109904611004100.0940440.1291290.2060730.27389615554324890638892863321414984031678664CW 1400ps
100062410561050.0785270.1040470.2019590.26689811411918153933888956912613391221563243CW 1000ps
737221.6830759.50.0680550.0861180.1968440.254749709611124232381624078129717411193024CW 600ps
TR 700psTR 300psTR 700psTR 300psTR 700psTR 300psTR 700psTR 300psTR 700psTR 300psTR 700psTR 300ps
NEC(T*T/(T+S+R))RFSFRST
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Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained for TR=300ps, ER=30%, using CW=600ps or 4ns. All time bins are summed and these profiles correspond to the non-TOF case. The coincidence window is observed to affect spatial distributions of trues and scatter. The spatial distribution of the randoms remain spatially uniform with both coincidence windows.
Figure 1(a) T events
Results
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Figure 1(c) R eventsFigure (b) S events
Results
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Reconstruction: the EM algorithm, 50 iterations, with attenuation correction and smoothing introduced during iteration
Cases considered:NON-TOF PET: CW=4nsTOF-PET: CW=600ps, 1ns, 1.4ns, 2ns
Images are obtained by usingtrues only (T images)trues+scatter (T+S images)trues+randoms (T+R images)trues+scatter+randoms (T+S+R images).subtraction of T images from T+S images (S images)subtraction of T images from T+R images (R images)
Reconstructed Image
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System 1, CW1400ps System 1, CW2000ps
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System 2, CW1400ps System 2, CW2000ps
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Central intensity profiles of images obtained with System 1
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ROI Quantification
1.6106781.8831931.5415791.9137731.5690171.9969471.5772111.914509SNR(TSR) gain
1.5602531.8127721.568561.8782381.5607971.9090621.5436451.805024SNR(TR) gain
1.38041.5325911.3045561.5662671.3483091.6371131.3590371.541631SNR(TS) gain
1.4033621.5390181.3935271.6155521.4127441.6179391.3683571.485893SNR(T) gain
6.5710756.8492226.2891716.9604426.4011097.2629476.4345376.96312SNR(TSR)
7.2705478.1729747.3092558.4681327.2730828.6071057.1931568.138042SNR(TR)
6.9588957.4440496.5765527.6076186.7971187.9517256.8512017.487954SNR(TS)
7.5205948.670917.4678889.1021067.5708699.1155547.3338.371598SNR(T)
0.106030.0955990.1105350.0939290.1086930.0899530.109810.094732ROIRE(TSR)
0.125460.1082520.1245880.1044380.1249570.1025660.1271620.108763ROIRE(TR)
0.1073680.0961730.1134990.0939790.1100890.0899760.1104260.096345ROIRE(TS)
0.1329680.1153280.1339070.1098650.1320850.1097030.136370.119452ROIRE(T)
42.352945.2895431.4891931.4584322.3138321.7470613.730813.85816ROISD(TSR)
38.2782837.9541327.0945425.8574819.6386218.3508612.282711.8574ROISD(TR)
39.9925641.6706230.1131828.7822821.013819.8633312.8957512.88684ROISD(TS)
37.005635.7745826.51924.0564818.8661617.3272812.0484611.5266ROISD(T)
399.4418473.743284.8804334.918205.2919241.7592125.0411146.2879ROIM(TSR)
305.1034350.6079217.4726247.5878157.1629178.916896.59115109.0206ROIM(TR)
372.481433.2882265.3164306.2633190.8801220.7619116.7816133.7568ROIM(TS)
278.3041310.1981198.0409218.9646142.8333157.947888.3513696.49604ROIM(T)
S2S1S2S1S2S1S2S1
CW 2000psCW 1400psCW 1000psCW 600ps
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Single-Photon Emission Computed
Tomography (SPECT)
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Single-Photon Radionuclides
Name Τ1/2 γ or x-ray abundance(keV)
133Xe 5.3 days 81 0.3899mTc 6.0 hrs 140 0.89111In 2.8 days 171 0.90
245 0.94123I 13 hrs 159 0.9967Ga 3.3 days 92 0.38
184 0.23300 0.16
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Ga-67 Citrate Tc-99m HDP In-111 Prostascint
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Triple-Head SPECT Scannertransmission sources
collimators
chestphantom
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![Page 42: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/42.jpg)
Super-Resolution Imaging (J. Meng, UIUC) Single-Photon Emission Microscopy (SPEM)
![Page 43: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/43.jpg)
Super-Resolution Imaging Single-Photon Emission Microscopy (SPEM)
![Page 44: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/44.jpg)
Super-Resolution Imaging Single-Photon Emission Microscopy (SPEM)
![Page 45: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/45.jpg)
Integrative SPEM and CT
![Page 46: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/46.jpg)
The Best Existing Technology
![Page 47: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/47.jpg)
The striatum is a complex structure, processing information from multiple cortical inputs
![Page 48: Chin-TuChen Chien-Min Kao, Christian Wietholt, QingguoXie ... · T S R SF RF NEC(T*T/(T+S+R)) Fig.1(a,b,c) Profiles of the trues (T), scatter (S), and randoms (R) profiles obtained](https://reader033.fdocuments.net/reader033/viewer/2022060522/6050c3b37936de04567d30aa/html5/thumbnails/48.jpg)
Super-Resolution Imaging Single-Photon Emission Microscopy (SPEM)
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120 60 40 30 20 120 60 40 30 20 60 30 20 120 60 40 30 20120 60 40 30 20 120 60 40 30 20 60 30 20 120 60 40 30 200.00
0.02
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right straitumleft straitum
40 min 26 min 20 min 13 min
EM Scanning time
Views
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om s
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Few-View Image Reconstruction(Using GATE)
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EM 120v 60v 40 v 30v 20v
40
26
20
16
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Modeling of Edge Penetration in Pin-Hole SPECT (GATE)
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TOFPET DREAM30 picosec TOF
4.5 mm LOR Resolution10 picosec TOF
1.5 mm LOR Resolution3 pico-sec TOF
0.45 mm LOR Resolution
HistogrammingNo “Reconstruction”