New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van...

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New Progresses of DTI-Map, a New Progresses of DTI-Map, a Program for DTI Computation Program for DTI Computation and Fiber Tracking and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins University School of Medicine F.M. Kirby Research Center for Functional Brain Imaging
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Transcript of New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van...

Page 1: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

New Progresses of DTI-Map, a New Progresses of DTI-Map, a Program for DTI Computation and Program for DTI Computation and

Fiber TrackingFiber Tracking

Hangyi Jiang, Peter van Zijl, Susumu MoriHangyi Jiang, Peter van Zijl, Susumu Mori

Dept. of RadiologyJohns Hopkins UniversitySchool of Medicine F.M. Kirby Research Center

for Functional Brain Imaging

Page 2: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

All-in-One StrategyAll-in-One Strategy

Integrating DTI computation, fiber tracking, 3D visualization, ROI drawing and statistic analysis all together;

Windows-style programming with user-friendly interface, most operations could be done just by few clicks;

Page 3: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Facility in Variety of ScannersFacility in Variety of Scanners

Philips Siemens GE Raw data etc.

Page 4: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Imaging Parameter Dialog

Smart dialogs for parameters input and verification

More options for better visualization or computation efficiency

Gradient table editor are introduced

Page 5: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

DTI computation: one-click solution

DTI computation, Color Mapping, Anisotropy analysis, ADC map, fiber tracking etc. can be finished in few minutes just by one click

Page 6: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

DTI Computation: tensor matrix

Dyy

Dxx

Dzz

Dxz

Dyz

Dxy

DzyDzx

Dyx

Page 7: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

DTI Computation: other-results

Eigen Values Eigen Vectors Color Maps

FA

VR

RA

Primary Axis

2nd Axis

Shortest Axis

x y z

x y z

x y z

Anisotropy

Page 8: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

DTI Computation: ADC map

Original Images(Multi-Scans)

ADC Map forevery gradient

Page 9: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Region of Interesting (ROI) Tools

Built-in ROI tools Variety drawing tools, 3D ROI displaying,

ROI combination makes complex-ROI drawing possible

Statistic analysis within ROIs for orthogonal views

ROI file management is available

Page 10: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

ROI Tools: Interface

Statistics

Shapes

Operations

Files

Options

Page 11: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

ROI Drawing Tools

Rectangle Polygon Ellipse

Multiple-ROI: Multiple Slices ROI (3D ROI):

Slice 120 Slice 121

Slice 123

Slice 124

ROI (Region Of Interesting) drawing tools

Different Shape:

Page 12: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Multiple ROIs operations

ROI - A

ROI - B Combination

A + B

A x B

A - B

AND

OR

NOT

OriginalResult

Page 13: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Tracking

Fiber tracking can be finished in a few minutes

Fiber selection by multi-ROIs combination

Visualization in 2D or 3D views

Fiber data file management is available

Page 14: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Tracking: Interface

ROI combination

Fiber selection

Fiber color assignment

ROI shape

display options

Fiber-ROI files

Fiber-ROI statistics

File commands

Page 15: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Tracking: visualization

Selected tracts can be displayed in 3D and 2D orthogonal viewssimultaneously using user assigned color.

Page 16: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Tracking: visualization

Selected tracts can also be displayed in 2D multi-slices mode.

Page 17: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Selection: by ROI combination

Fiber can be selected by multi-ROIs combinations such as AND, OR and NOT.This example shows the fibers passing through ROI-A but not ROI-B

ROI - A ROI - B

Page 18: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Selection: more details

Q: Why do we need it?A: Select (and visualize) the interested fibers within

the whole fiber data record

Intersection (AND) Union (OR)

ROI - AROI - B

ROI - A

ROI - B

Exclusion (NOT)

ROI - AROI - B

A B A B A - B

Page 19: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Fiber Tracking: Algorithm

•Basically, the algorithm is on FACT method (Mori et al, 1999)

•Tracking starts when FA > threshold

•Tracking stops when FA < threshold or tract changed its direction sharply

>70ºFA < 0.4

Page 20: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Visualization

Visualizing images in 2D-orthogonal views and 3D view

3D viewing direction changing freely Zoom in, zoom out interactively for 3D view Multi-slices image viewing, image scaling,

image data and profile viewing are available

Page 21: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Visualization: 3D and 2D views

Axial View

Coronal ViewSagittal View

3D View

Page 22: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Visualization: image level adjusting

Image level adjusting helps the users viewing the details more

Page 23: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Visualization: 3D view

3D-visualization:

– Interactively rotating, zooming and so on.

– Slice opacity is adjustable

– User-defined fiber color

– Synchronized with the

2D orthogonal slice views

Page 24: New Progresses of DTI-Map, a Program for DTI Computation and Fiber Tracking Hangyi Jiang, Peter van Zijl, Susumu Mori Dept. of Radiology Johns Hopkins.

Visualization: 3D image opacity

Adjustable image opacity makes see-through possible