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Author : Mr. Md Irwan and Mr. Wu Ruoyun
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Invasive Ductal Carcinoma (IDC): Lobular Carcinom In Situ (LCIS): Invasive Lobular Carcinoma (ILC): |
Figure 1. Types of breast cancer.
When a patient is
diagnosed with breast cancer, the next step is to remove the tumor. There are two surgical procedures for the
treatment of breast cancer:
Lumpectomy
- removal of the tumor plus 1 cm margin of
healthy breast tissue
surrounding the tumor
Mastectomy
- removal of the entire affected breast
Factors influencing the decision of either a
lumpectomy or mastectomy procedure are; number and size of tumor, degree of the
tumor spread, prepared to undergo radiation therapy and personal preference.
About 80-90% of the patient diagnose with breast cancer requires lumpectomy
procedure and most female patient prefers this procedure as it would still give
them that psychological feeling of being a complete women.
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Figure 2. Lumpectomy procedure via open surgery.
Figure 2 illustrates a lumpectomy surgery procedure via open surgery.
Initially, the surgeon identified the tumor from the ultrasound scan and
visualizes an imaginary margin about 1cm around the tumor. An incision is made
which enable the surgeon to further cuts into the breast tissue and removes the
tumor plus the margin. The breast is then closed. Open surgery procedure would
disturb the healthy breast tissue as the surgeon cuts its way into the breast to
reach the tumor. It will take a considerably amount of time for the breast to
heal and also risk of infection during this period.
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Figure 3. An ultrasound scan image: (a) normal and (b) segmented.
Typically, the patient is required to undergo a routine breast biopsy procedure where samples of the breast tissue are to extract to determine the existence of cancer cells. The common practice in Singapore is to use a commercial vacuum-assisted breast biopsy probe, like the Mammotome® Breast Biopsy System developed by Johnson & Johnson, USA. The procedure begins by positioning the probe beneath the tumor. The cutting process is then initiated which sucks the tissue into the cavity followed by the cutter tool advancing and simultaneously rotating. The tissue is removed, giving strips of breast tissue. This entire process it done under direct vision, example from ultrasound scan, Figure 3. From the scan image, the tumor can be easily distinguished, as the contrast between the tumor and healthy breast tissue is very prominent. Surgeon uses the image as a guide to locate the breast tumor.
The motivation of the project is to remove a uniform margin around a tumor
that is found via ultrasound by minimally invasive therapy method
without the need of open
surgery. Our research project aims to use the vacuum-assisted breast
biopsy probe and turn it into a treatment device to perform a lumpectomy
procedure.
The objective is to develop a tracked semi-automated arm
manipulator system to position a 3D-ultrasound probe and the
vacuum-assisted breast biopsy probe to enable a lumpectomy procedure to be carried out via a small opening
with full confidence that the tumor plus the margin is extracted. Augmented Reality (AR) and Virtual Reality (VR) are
introduced to provide intuitive visual guidance for the surgeon.
In order to turn the biopsy
device into a treatment device, the procedure of the tissue cutting and position
of the biopsy probe must be well controlled. The cutting protocol is to remove
the tumor first followed by the margin, which is actually healthy tissue and can
only be delineate imaginary, Figure 3(b). When the tumor is being removed, the
size reduction of the tumor can be observed via the ultrasound scan. However,
concurrently, the margin collapses as well which is difficult to delineate. It
is almost impossible to trace the margin when the entire tumor is removed.
Therefore, the collapse of the margin is also tracked at all time especially
when the entire tumor is removed. Soft tissue deformation study is part of the
project deliverable.
In
December 2003, the first prototype system was completed that comprises of two
sub-arm called ultrasound arm and surgical arm, which tracks the ultrasound
probe and surgical tool, respectively. The position information is conveys to
the surgeon via AR and VR visualization. There are also motors to control the
surgical tool. Figure 4 illustrates how the system would be used in the
operating theater and the system in its Alpha version.
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Figure 4. (a) Conceptual drawing of the system in the operating theater and (b) The Alpha version of the system as at December 2003. The VR visualization on the touch screen shows the posture of the arm system in real time
A commercial stereo camera – Digiclops is used
to track a three-dot marker, Figure 5. According to our experiments, the
accuracy in tracking the three-dot marker is about 1 ~ 2mm (X/Y) at a distance
of about 1meter, and about 2 ~ 3mm in Z direction (the camera’s view
direction). There are 4 encoders in the ultrasound arm, and 7 encoders in the
surgical arm. Each encoder track one degree of freedom of the arm. Their
resolution is 0.044 degree/count, with a size compact enough to fit into the arm
joints, Figure 6.
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Figure 5. (a) The marker for camera tracking is mounted on the holder of 3D ultrasound probe. (b) A sample augmented reality displays a virtual tumor within the box representing the 3D ultrasound image.
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Figure 6. (a) The VR visualization showing the whole arm system based on encoder tracking alone. (b) A close view of the 3D ultrasound volume with tumor surface model inside. The biopsy needle interactively slices the ultrasound volume when its virtual rectangle plane intersects the volume.
Figure 7 shows the overall
tracking configuration of the Alpha version when using both camera tracking and
encoder tracking. Based on a common main arm, two sub-arms links to the
Ultrasound probe and the surgical tool, and the encoders track vector VUS
and Vtool. The camera tracks vector VAR. Vector Vcamera
can be computed from VUS and VAR. Encoder tracking
provides high accuracy in VUS and Vtool for AR/VR
visualization, and the accuracy of Vcamera would be lower because of
camera tracking, but it is sufficient for AR visualization. Camera, ultrasound
probe, and surgical tool are referenced in a single coordinate system.
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Figure
7. Tracking configuration
using the combined tracking method. Encoders track VUS and Vtool,
while the camera tracks VAR. Vector Vcamera can be
computed from VUS and VAR.
The protocol of tracking is the
following:
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Encoder tracks vector VUS and Vtool continuously for the whole procedure. | |
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User positions the main arm so that the two sub-arms can cover the region-of-interest (ROI). Then the main arm will be fixed. | |
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User positions the camera so that the video covers the ROI sufficiently. Once VAR is detected, Vcamera can be computed. Then the camera will also be fixed. | |
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By fixing both the main arm and the camera, vector Vcamera is fixed. Therefore, it is no need to continue camera tracking. The optical marker can be removed and leave only encoder tracking. |
The protocol above uses camera
tracking only in the beginning. This avoids the camera-tracking problems, such
as line-of-sight (LOS) requirement and sensitive to environment changes such as
illumination.
The project is funded by National Medical Research Council (NMRC) and started in August 2002. The participants include Tan Tock Seng Hospital and Nanyang Technological University. A team consisting of surgeons and researchers has been formed gradually. We are targeting to release the first version at the end of 2003 for clinical trial purpose.
Publications related to Mammotome.
We would be glad if you could sign our guest book.
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For more information, please contact the co-principal investigator:
A/P Ng Wan Sing
School of Mechanical & Aerospace Engineering
Nanyang Technological University
Nanyang Avenue, Singapore 639798
Fax:(65) 6791 1859
Hospital Partner
Dr. Wee Siew Bock
Wee Breast & General, Surgery Mount Elizabeth Hospital
Dr. Mona Tan
Associate Consultant,
Department of General Surgery
Tan Tock Seng Hospital
Dr. Jaideepraj Rao
Registrar, Department of General Surgery
Tan Tock Seng Hospital