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FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio Marañón, Madrid

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Page 1: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

FP7 FMTXCT ProjectUMCE-HGUGM second year activity report

Partner FIHGM

Laboratorio de Imagen Médica. Medicina ExperimentalHospital Universitario Gregorio Marañón, Madrid

Page 2: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Workpackage 2: XCT development

Workpackage 8: FMT-XCT imaging accuracy versus PET-XCT

Page 3: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Workpackage 2: XCT development

Use of X-ray contrast agents

Double exposure techniques

Dual energy X-ray source

Page 4: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Fenestra Iopamiro

Use of X-ray contrast agents

Page 5: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Use of X-ray contrast agents

Increase in CT number shown by the different contrast agents, Fenestra (A) and Iopamiro (B). Both scans were performed with the same settings, 50 kV peak voltage, 200 µA anode current and 125 µm pixel size.

Page 6: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Detector Dynamic Range Expansion

Dual-Exposure technique

Dual exposure

CNR (PTFE/Air) = 22.11

Single exposure

CNR (PTFE/Air) = 13.91

Page 7: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Detector Dynamic Range Expansion

Dual-Exposure technique

Page 8: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Detector Dynamic Range Expansion

Dual-Exposure technique

Page 9: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Workpackage 2: XCT development

Use of X-ray contrast agents

Double exposure techniques

Dual energy X-ray source

Page 10: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Multi-Energy data acquisition/processingNew Tube Features

Voltage setting range 40 to 110 kV

Current setting range 10 to 800 μA

Output window Beryllium (thickness 500 μm)

Focal spot size 15 μm (6 W) – 80 μm (50 W)

Emission angle 62 deg (max)

Power 50 W

Page 11: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

July 10th

Page 12: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

July 10th

Page 13: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

September 2009

Page 14: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Work plan for the first semester of 2010

Deploy FIBHGM FDK code in CEA-LETI

Start the dual-energy experiment in FIBHGM using the new CT

Exchange visits with CEA-LETI to carry out live-animal experiments with contrast and dual-energy techniques

Page 15: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Workpackage 8: FMT-XCT imaging accuracy versus PET-XCT

Page 16: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Materials selection for the optical phantom construction

Water

Gelatin

Silicon Ti02 Pro Jet

Polyester resin India ink

Lipid emulsions

(Intralipid)

Polymer microspheres

Bulk materials Scatterers Absorbers

+ +

Page 17: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Phantom design

Heterogeneities

4 mm

Fluorescent spheres, 2 mm

(Should their size vary?)

Page 18: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Material autofluorescence?

Page 19: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

PET quantification

Page 20: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

PET quantification

NEMA NU-4 2008

Page 21: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Metrics for comparisonResolution given by FWHM of a point spread

function (PSF) [1,2]. Noise of the image background [3],

noise=STD/ mean.

Characterization of FMT: metrics

[1] Culver et al. Three-dimensional diffuse optical tomography in the parallel plane transmission geometry. Med Phys 30 (2), 2003.

[2] Patwardhan et al. Time-dependent whole-body fluorescence tomography of probe bio-distributions in mice. Optics Express 13 (7), 2005.

[3] Ros et al. The influence of a relaxation parameter on SPECT iterative reconstruction algorithms. PMB1994

Page 22: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Relaxation parameter: 0.001, 0.005, 0.01, 0.05, 0.1, 0.2, 0.5, 0.7, 1, 1.5

Number of iterations: 0-100

Metrics: noise and resolution.

Metrics depend on (reconstructing with ART) Relaxation parameter.Number of iterations.Depth.

Methods: ART.Compute metrics for range of parameters.

Characterization of FMT: influence of parameters

Page 23: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

5 iterations. 20 iterations. 40 iterations.

Higher number of iterations, higher resolution.

x

Resolution versus relaxation parameter and iteration number

YX

Z

z

X(mm)

Norm

alized counts

X(mm)

Norm

alized counts

X(mm)

Norm

alized counts

Page 24: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Optimum relaxation parameter and iteration number

Noi

se•Optimum: 20 iterations y α = 0.05-0.1 (low noise & no so low resolution).Relaxation parameter: 0.001, 0.005, 0.01, 0.05, 0.1, 0.2, 0.5, 0.7, 1, 1.5

Number of iterations: 0-100

Metrics: noise and resolution.

α=0.001

α=1.5

α=0.05

Iteration number

α=0.05

α=0.1

α=0.2

α=0.5

α=0.7

α=1

α=1.5

Iteration number

Page 25: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Discussion

Metric dependence on parameters and depth complicates comparison.

Select/decide for optimum parameters.

Page 26: FP7 FMTXCT Project UMCE-HGUGM second year activity report Partner FIHGM Laboratorio de Imagen Médica. Medicina Experimental Hospital Universitario Gregorio

Characterization of FMT: linearity

R2 = 0.986

Can not detect concentrations below 103~104 nM. Any suggestions?