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NIR three dimensional Imaging Of breast model using f-DOT with target specific contrast agent. By M.Nagendra Babu (1227003) Dr . Iven Jose, (Associate dean)- CUFE Under the Guidance of

NIR Three dimensional imaging of breast model using f-DOT

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NIR three dimensional optical imaging of breast model using f-DOT using f-DOT with target specified contrast agent. Three dimensional mathematical modeling of DOT,f-DOT.

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Page 1: NIR Three dimensional imaging of breast model using f-DOT

NIR three dimensional Imaging Of

breast model using f-DOT with target

specific contrast agent.

By

M.Nagendra Babu

(1227003)

Dr . Iven Jose, (Associate dean)-

CUFE

Under the

Guidance of

Page 2: NIR Three dimensional imaging of breast model using f-DOT

General Introduction

Picture Taken from YouTube video : cancer cell vs. normal cell

Page 3: NIR Three dimensional imaging of breast model using f-DOT

Introduction

Non-Invasive Imaging has become an

indispensable tool in medical diagnosis.

However most of these methods have intrinsic

drawbacks.

Diffuse Optical Tomography (DOT) is a

relatively new medical imaging modality which

promises to address some of these problems.

Light projected on, has the tendency to spread

as it penetrate deep into tissue.

Page 4: NIR Three dimensional imaging of breast model using f-DOT

Propagation of light into tissue

Why NIR

Optical Properties of tissues

Absorption

Scattering

Propagation of light into tissue

[1]

Absorption at different wavelength[1]

Page 5: NIR Three dimensional imaging of breast model using f-DOT

DOT

DOT is a technique where NIR light is

projected on the surface of imaging volume

and the emergent light is measured at other

location of surface.

An equation for the radiant intensity is

obtained by balancing the absorption and

scatter mechanism by which the photons can

be gained or lost from arbitrary volume V

Page 6: NIR Three dimensional imaging of breast model using f-DOT

L(r, Ω, t) radiance at position ‘r’ in the direction ‘Ω’ at time ‘t’,

F (Ω, Ω′) is the scattering phase function,

Q(r, Ω, t) is the radiant source function, v- velocity in medium.

The left-hand side of accounts for photons leaving the tissue, and

the right-hand side accounts for photons entering it.

The Radiative Transport Equation

Page 7: NIR Three dimensional imaging of breast model using f-DOT

Time derivative of the radiance, which equals

the net number of photons entering the tissue.

accounts for the flux of photons along the

direction Ω

The scattering and absorption of photons

within the phase element

Photons scattered from an element in phase

space are balanced by the scattering into

another element in phase space. The balance is

handled by the integral term which accounts for

photons at position r being scattered from all

directions' Ω into direction Ω.

photon source.

Page 8: NIR Three dimensional imaging of breast model using f-DOT

Photon Diffusion Equation

The magnitude of the isotropic fluence within

tissue is significantly larger than the directional

flux magnitude, the light field is „diffuse‟.

This assumption allows a transition from the

radiative transport equation, which is used to

describe an anisotropic light field, to the

diffusion equation approximation

Page 9: NIR Three dimensional imaging of breast model using f-DOT

Inverse model

The goal of the inverse problem is the

recovery of optical properties μ at each FEM

node within the domain using measurements

of light fluence from the tissue surface. This

inversion can be achieved using a modified-

Tikhonov minimizationmin

22 2

0

1 1

( )

NM NN

M C

i i j

i j

X

Page 10: NIR Three dimensional imaging of breast model using f-DOT

Introduction

Forward model

Inversion scheme

F-DOT

Page 11: NIR Three dimensional imaging of breast model using f-DOT

Introduction

Fluorescence tomography methods aim at reconstructing the concentration of fluorophores within the imaged object

Diffuse measurement of the fluorescence emissions are obtained on the boundary of the object

Excitation is performed through external laser sources at various position

Important terms to know

Stoke shift

Quantum yield

Molar excitation

Page 12: NIR Three dimensional imaging of breast model using f-DOT

Forward model

Fluorochrome within domain Ω increases the

absorption at λ by

C is the Spatially varying Concentration

is the molar excitation of fluorochrome.

• The fluorochrome will emit at a

wavelength λ with the probability of

• Assuming that only two distinct

wavelength are present

(r)c

&x m

Page 13: NIR Three dimensional imaging of breast model using f-DOT

We can write the equations as

Where 1st equation stands for excitation

wavelength and 2nd equation for emission

wavelength

Under the assumption that stokes shift is small

0( (r) c(r)) (r) ( )

x ax x x s sD r r

( D (r)) (r) (r) (r)m am f m x x

c

x mD D D

ax am a

Page 14: NIR Three dimensional imaging of breast model using f-DOT

0

1( (r))( (r) (r)) (r r )

a f x s sD

The 1st Equation describes the propagation of excitation

light with absorption of both tissue and the inside

fluorophores.

The Quantum yield is defined as the ratio between emitting fluorescence

photon numbers and the number of excitation photon absorbed by

fluorophore

1(r)

f It compensates the excitation photon density absorbed by fluorescent.

Thus the 2nd Equation describes the transportation of

excitation light in tissue with assumed no fluorophore

inside.

0( (r) c(r)) (r) ( )

x ax x x s sD r r

Page 15: NIR Three dimensional imaging of breast model using f-DOT

Parallel inversion scheme

Page 16: NIR Three dimensional imaging of breast model using f-DOT

Simulation results

Page 17: NIR Three dimensional imaging of breast model using f-DOT

Three dimension Methodology

2D reconstruction from three dimensional data

yield better reconstruction results then absolute

reconstruction

“Problem” with this method is that light will be

scattered out of the imaging plane. (For our

experiment we are neglecting this scattered data)

Forward method and the reconstruction method

will be same as that of two dimension only

difference will be in mesh generation

In three dimensional we will consider the mesh

with tetrahedral prism for FEM with 6 basis

function.

Page 18: NIR Three dimensional imaging of breast model using f-DOT

Three dimensional Mesh Structure

Figure : Source and detector position of three dimensional mesh for forward model

Page 19: NIR Three dimensional imaging of breast model using f-DOT

Forward model of the three dimensional

mesh will yield 2256 output data

Ie

15*16 : 1st ring measurement

16*16 : 1st ring sources and 2nd ring detectors

16*16 : 1st ring sources and 3rd ring detectors

Total 3 ring detectors;

(((15*16)+(16*16)+(16*16))*3) = 2256

No we will map the required (15*16)= 240 data

for reconstruction and simple reconstruction

can be done

Page 20: NIR Three dimensional imaging of breast model using f-DOT

Figure : Reconstructed three dimensional image

A B

C

Figure Showing reconstructed image at fallowing ring position A-Top, B-

Bottom, C-Middle

Page 21: NIR Three dimensional imaging of breast model using f-DOT

Acceptance letter

Page 22: NIR Three dimensional imaging of breast model using f-DOT

References

Kanmani Buddhi, “Studies on improvement of reconstruction methods indiffuse optical tomography”, Department of Instrumentation, Indian Instituteof Science, April (2006).

Tuchin V, „Tissue Optics Light scattering methods and instruments formedical diagnosis‟, SPIE (2000).

Hamid Dehghani, Matthew E. Eames, Phaneendra K. Yalavarthy, Scott C.Davis, Subhadra Srinivasan, Colin M. Carpenter, Brian W. Pogue and KeithD. Paulsen, “Near infrared optical tomography using NIRFAST: Algorithmfor numerical model and image reconstruction”, Wiley InterSciencePublications, Commun. Numer. Meth. Engng(2008).

Arridge SR, Schweiger M., “Direct calculation of the moments of thedistribution of photon time-of-flight in tissue with a finite-element method.”Applied Optics (1995).

Arridge SR., “Optical tomography in medical imaging. InverseProblems”, (1999).

Brooksby B, Jiang S, Kogel C, Doyley M, Dehghani H, Weaver JB, PoplackSP, Pogue BW, Paulsen KD., “Magnetic resonance-guided near-infraredtomography of the breast. Review of Scientific Instruments (2004).

Page 23: NIR Three dimensional imaging of breast model using f-DOT

Schweiger M, Arridge SR, Hiroaka M, Delpy DT. The finite element modelfor the propagation of light in scattering media: boundary and sourceconditions. Medical Physics (1995).

Paulsen KD, Jiang H. “Spatially varying optical property reconstructionusing a finite element diffusion equation approximation”. MedicalPhysics(1995).

Ben A. Brooks. “Combining near infrared tomography and magneticresonance imaging to improve breast tissue chromophore and scatteringassessment”, “Thayer School of Engineering Dartmouth CollegeHanover, New Hampshire”- May 2005.

Xiaolei Song, Ji Yi, and Jing Bai. “A Parallel Reconstruction Scheme influorescence Tomography Based on Contrast of Independent InversedAbsorption Properties”, Department of Biomedical Engineering, TsinghuaUniversity, Beijing 100084, China, Accepted 13 August (2006).

R. B. Schulz, J. Peter, W. Semmler, and W. Bangerth, “Indepen-dentmodeling of fluorescence excitation and emission with the finite elementmethod,” inProceedings of OSA Biomedical Topic al Meetings, Miami, Fla, USA, April 2004.

David A. Boas, Dana H. Brooks, Eric L. Miller, Charles A. DiMarzio, MishaKilmer, Richard J. Gaudette and Quan Zhang, ““Imaging the Body WithDiffuse Optical Tomography” November 2001.