aydin demircioglu

radiomics - image processing - machine learning


Publications


Big Imaging Data: Klinische Bildanalyse mit Radiomics und Deep Learning.
Demircioglu, Koitka, Nensa
Der Nuklearmediziner, 2019


18F-FDG PET/MRI for therapy response assessment of isolated limp perfusion in patients with soft-tissue sarcomas.
Grueneisen, Schaarschmidt, Demircioglu, Chodyla, Martin, Bertram, Wetter, Bauer, Fendler, Podleska et al.
Soc Nuclear Med Journal of Nuclear Medicine, 2019


Clinomics--Vorhersage der linksseitigen Leberhypertrophie nach rechtsseitiger SIRT
Theysohn, Ludwig, Demircioglu, Göbel, Umutlu, Forsting, Nensa
RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren 2019


Transit time flow measurement and high frequency ultrasound epicardial imaging to guide coronary artery bypass surgery.
Wendt, Shehada, Mourad, Machulla, Demircioglu, Marx, Demircioglu, Tsagakis, Thielmann, Jakob et al.
The Journal of cardiovascular surgery, 2019


An in vitro comparison of flow dynamics of the Magna Ease and the Trifecta prostheses
Marx, Kowalczyk, Demircioglu, Shehada, Wendt, Mourad, Thielmann Jakob, Wendt
Minimally Invasive Therapy & Allied Technologies, 2019


Assessment of ileocolonic inflammation in Crohn’s disease--Which surrogate marker is better? MaRIA, Clermont or PET-MR index? Initial results of a feasibility trial.
Li, Langhorst, Koch, Demircioglu,Nensa, Kirchner, Beiderwellen, Catalano, Forsting, Herrmann, et al.
Soc Nuclear Med Journal of Nuclear Medicine, 2018


Ossification area localization in pediatric hand radiographs using deep neural networks for object detection
Koitka, Demircioglu, Kim, Friedrich, Nensa
PloS One, 2018


The Fluid Dynamical Performance of the Carpentier-Edwards PERIMOUNT Magna Ease Prosthesis
Marx, Kowalczyk, Demircioglu, Brault, Wendt, Shehada, Tsagakis, El Gabry, Jakob, Wendt
BioMed research international, 2018


A comparative study on large scale kernelized support vector machines
Horn, Demircioglu, Bischl, Glasmachers, Weihs
Advances in Data Analysis and Classification, 2018


Fast model selection by limiting SVM training times
Demircioglu, Horn, Glasmachers, Bischl, Weihs
arXiv preprint arXiv:1602.03368, 2016


PreDictor Research in Obesity during Medical care-weight Loss in children and adolescents during an INpatient rehabilitation: rationale and design of the DROMLIN study
Sauer, Krumm, Weimer, Horing, Mazurak, Gulewitsch, Hellmond, Dammann, Binder, Walter, Demircioglu et al.
Journal of eating disorders, 2014


Contact

Aydin Demircioglu
Institut für Diagnostische und Interventionelle Radiologie und Neuroradiologie
Universitätsklinikum Essen
Hufelandstraße 55
45147 Essen

vorname.nachname@uk-essen.de hello@aydindemircioglu.de Research Gate Github