ESTRO 36 Programme book and exhibition guide

INTERDISCIPLINARY RADIOBIOLOGY CLINICAL BRACHYTHERAPY PHYSICS RTT YOUNG

TUESDAY 9 MAY 2017

SYMPOSIUM Novel approaches for combining imaging and non-imaging data for radiotherapy response predicition 11:00 - 12:00 | LEHAR 1-3 This symposium focused on different approaches to combine imaging and non- imaging data to better predict radiotherapy (RT) outcome. Firstly, the role of oxygenation in tumor radio-sensitivity as well as current methods to assess tumor oxygenation will be discussed, followed by an example of volume and oxygen- related data integration in tumor evolution models. The second lecture will focus on radiomics, radiogenomics and imaging genomics as well as on methods for multi-scale data fusion. In addition, the usage of deep learning techniques X such as convolutional neural networks for RT outcome prediction will be discussed. Finally, first results will be presented where a classifier is created that predicts the presence of cancer on a voxel-level based on multi-parametric prostate MRI data analyzed with feature extraction techniques. By adding population based knowledge about intra- prostatic cancer distribution and individual information from biopsies, the classifier performance can be further improved to predict clinical outcome measures after treatment of prostate cancer. 11:00 > Modeling the interplay among volume, vascularization and radio- sensitivity in cervical cancer exploiting 3D-Doppler data Speaker: A. Belfatto (Italy) 11:20 > Machine learning and bioinformatics approaches to combine imaging with non-imaging data for outcome prediction Speaker: O. Gevaert (USA) 11:40 > Tissue classification models for prostate based on imaging and non- imaging data Speaker: U. Van der Heide (The Netherlands) Chair: D. Thorwarth (Germany) Co-chair: J. Grezdo (Slovakia)

SP-0595

SP-0596

SP-0597

DEBATE Precision in radiotherapy: mission complete! 11:00 - 12:00 | STRAUS 1 Chair: M. Mast (The Netherlands) Co-chair: F. Moura (Portugal)

11:00 > For the motion

Speaker: C. Dickie (Canada)

Programme and Exhibition Guide | SCIENTIFIC PROGRAMME

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