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11.07 RadioTumor

About

Radiomics to estimate local tumor infiltration and optimize personalized treatment in glioma patients.

Glioblastoma is the most common primary malignant brain tumor. It is infiltratively growing and associated with poor prognosis. Treatment is planned based on multi-modal anatomic and functional imaging and always includes a multi-disciplinary approach. So far, image structures are interpreted with basic volumetric measures at best, and the rich patho-physiological information of advanced clinical imaging sequences is not made use of, as the analysis of complex multi-parametric, multimodal and even multi-temporal image data sets is still a major challenge. In the proposed project, we will pursue a consolidated effort to analyse clinical imaging data together with genetic and histological information to generate new imaging, image processing, and modelling tools. We will estimate local tumor burden with advanced radiomics techniques, and integrate this with quantitative magnetic resonance imaging sequences. We will estimate tumor proliferation and infiltration patterns using biophysical growth models, and make an effort to develop new techniques for the probabilistic alignment of pre- and postoperative images using biomechanical priors. There will be a strong emphasis on machine learning in all four projects. Imaging and modelling tools will be implemented and validated on clinical data, to enable the translational use of our technologies and to maximize their impact on the personalized treatment of glioma patients.

01-01-1970
IGSSE setup of interdisciplinary research in project teams
16.05.17

Apply now: 12th call for proposals

IGSSE supports up to 10 new project teams

Call closes 2 July 2017

11.06.17

Apply now: IGSSE travel grant for ICCE 2017

28-29 September 2017, TU Darmstadt

Submission deadline for abstracts: 18 June 2017

08.06.17

IGSSE Forum 2017

29-31 May 2017, TUM Science and Study Center Raitenhaslach, Burghausen

14.05.17

Climate-KIC: Join the PhD Catapult

Two-week thematic summer schools across Europe

04.05.17

IAS Symposium: Selected topics in science and technology

8-10 May 2017, IAS Building, Garching Campus

02.05.17

IAS Coffee Talk with PTL Florian Praetorius

3 May 2017, 1 pm, TUM IAS Building, Garching Campus

23.02.16

10th IGSSE Forum

1 - 4 June 2016, TUM Science and Study Center, Burghausen

05.06.16

10th IGSSE Forum

Smart cooperation - science and technology in, with and for society

15.12.15

The Science of Cooking

Doctoral Candidates explore the Secrets of a great Dinner

26.11.15

ATUMS@IGSSE

Having heard of a great Canadian Kick-Off Meeting, everyone at IGSSE was thrilled to welcome the...

20.11.15

Breakfast at IGSSE´s

Meet the IGSSE team every other month! All the things IGSSE members wanted to asked but never dared...

13.10.15

Save the Date: Canadian ATUMS Speaker on "Global Science- Global Career"

26. November 2015, 6-8 pm, IAS Faculty Club, Garching Campus

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Friday, 09. June 2017
Workshop: Standing up for science
9 June 2017, 9am-4pm, Brussels
Apply now: McKinsey 'Forschergeist' symposium
9-11 June 2017, Berlin For doctoral researchers and postdocs!