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Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M....

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J. van Rossum , N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini- Lang Evaluation of an automatic planning solution for breast cancer SASRO, 30.08.2019, Lausanne
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Page 1: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang

Evaluation of an automatic planning solution for breast cancer

SASRO, 30.08.2019, Lausanne

Page 2: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Disclosure

No conflicts of interest

00.00.19Author | file name | 2

Page 3: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Breast Cancer

− Breast cancer is the most common type of cancer among women.

− Whole breast radiotherapy is a standard therapy.

− Breasts are most commonly planned with tangential fields

Different techniques

• Tangent Wedges

• Field in field (Step and shoot)

• IMRT

• Irregular surface compensator

00.00.19Author | file name | 3

Page 4: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Irregular surface compensator Technique (ISC)

4Diagram from Eclipse

help system

Page 5: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Irregular surface compensator Technique (ISC)

5Diagram from Eclipse

help system

Page 6: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Motivation and Aim

• A large number of breast patients

• To see if there is a quicker solution to produce a standard Tangential breast plan

• Focus more on the more complex cases

6

Automatic planning solution (EZ fluence)vsManual ISC planning

Page 7: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Investigation

7

Automatic planning solution (EZ fluence)Manual ISC planning vs

Page 8: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Method

8

Fourteen breast patients

randomly selected

• 9 left sided & 5 right sided

Created manual ISC plans and

EZ fluence plans.

Evaluated PTV coverage, dose to

OARs and time taken to plan.

Page 9: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Workflow

9

Create

tangent

plan

Add

FluencePaint

hotspotsCalculate

dose

Desired

plan

Extend

fluence

Plan

complete

Add

physical

MLC

Run script

on plan

Select

desired

plan

Transfer

to main

screen

Repeated

>4 times

EZ fluence ISC

Manual ISC

Page 10: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

PTV Evaluation

10

P=0.08

PTV coverage slightly better & PTV Max significantly reduced on EZ fluence plans

P=0.003

Page 11: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

OARs

11

Lung Heart

No significant difference in OAR Dose between Manual ISC and EZ fluence plans

Page 12: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Planning time

12

P=0.001

Significant reduction in time when creating EZ fluence plans- 44mins vs 25mins

Page 13: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Conclusion

13

o More efficient planning

o Quality plans

o Consistant plans

Our automatic planning solution

EZ fluence

Page 14: Evaluation of an automatic planning solution for …...J. van Rossum, N. Andratschke, M. Guckenberger, C. Linsenmeier, L. Wilke, S. Tanadini-Lang Evaluation of an automatic planning

Thank you to my team at USZ for helping me with this project

&

Thank you

for your attention


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