TY  - BOOK
N2  - New methods for the automatic determination and optimization of irradiation parameters for percutaneous radiotherapy with high energy photons are developed. The methods are based on an irradiation technique with intensity-modulated radiation fields. The essential problem is therefore to determine the shape of the modulation profiles for the individual fields, based on the specified target dose distribution. This problem is called the inverse problem of radiotherapy planning. It is shown that this is the mirrored version of the problem of reconstructing an image from its projections, such as occurs in computed tomography (CT).

Based on this fact, the methods for image reconstruction known from CT are consistently transferred to the optimization of radiotherapy. By appropriate modifications of the methods, special features characteristic for this new field of application are taken into account. This includes in particular the fact that no negative radiation intensities can be realized and that one is limited to a few fields for practical reasons. It is shown that in most cases seven or nine radiation fields are sufficient and that the use of more fields does not lead to clinically significant improvements.

The main methods of image reconstruction, namely filtered back projection and iterative reconstruction technique, are used alternatively in CT. In the present application, on the other hand, these methods are used quasi ?symbiotically?. The filtered back projection, referred to here as filtered projection is used to quickly determine a starting value for the modulation profiles. These initial profiles are further optimized by an iterative procedure corresponding to the iterative reconstruction technique. The introduction of penalty functions makes it possible for the first time to adequately consider medically indicated constraints.

The iterative optimization procedure is based on an algorithm for three-dimensional dose calculation. Therefore, another focus of this work is the development of such an algorithm for intensity modulated radiation fields. Conventional dose calculation algorithms cannot adequately account for modulations. To verify the newly developed method, a first comparison of the dose calculated with it with measured data is carried out.

The methods presented here allow the direct determination of the irradiation parameters without the trial and error procedure that is common today. In addition, dose distributions can be generated that are hardly feasible even with the most complex conventional irradiation techniques. These are especially those with extended concave areas. Some examples of this type are presented.
PB  - Universitätsbibliothek Heidelberg
UR  - https://archiv.ub.uni-heidelberg.de/volltextserver/32711/
A1  - Bortfeld, Thomas
ID  - heidok32711
TI  - New methods for solving the inverse problem of radiotherapy planning
Y1  - 2021///
AV  - public
CY  - Heidelberg
ER  -