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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

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

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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