G Heilemann

Affiliations

Department of Radiation Oncology, Comprehensive Cancer Center Vienna, Medical University Vienna, Vienna, Austria.

ORCID: http://orcid.org/0000-0002-7461-3956

Publications (14)

Latent space manipulation for high-resolution medical image synthesis via the StyleGAN.

Zeitschrift fur medizinische Physik

Avec: Lukas Fetty , Mikael Bylund , Peter Kuess , Gerd Heilemann , Tufve Nyholm , Dietmar Georg , Tommy Löfstedt

Basic Properties of a New Polymer Gel for 3D-Dosimetry at High Dose-Rates Typical for FFF Irradiation Based on Dithiothreitol and Methacrylic Acid (MAGADIT): Sensitivity, Range, Reproducibility, Accuracy, Dose Rate Effect and Impact of Oxygen Scavenger.

Polymers

Avec: Muzafar Khan , Gerd Heilemann , Wolfgang Lechner , Dietmar Georg , Andreas Georg Berg

Clinical Implementation and Evaluation of Auto-Segmentation Tools for Multi-Site Contouring in Radiotherapy.

Physics and imaging in radiation oncology

Avec: Gerd Heilemann , Martin Buschmann , Wolfgang Lechner , Vincent Dick , Franziska Eckert , Martin Heilmann , Harald Herrmann , Matthias Moll , Johannes Knoth , Stefan Konrad , Inga-Malin Simek , Christopher Thiele , Alexandru Zaharie , Dietmar Georg , Joachim Widder , Petra Trnkova

Biochemical control in intermediate- and high-risk prostate cancer after EBRT with and without brachytherapy boost.

Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]

Avec: Matthias Moll , Łukasz Magrowski , Martina Mittlböck , Harald Heinzl , Christian Kirisits , Jakub Ciepał , Oliwia Masri , Gerd Heilemann , Rafał Stando , Tomasz Krzysztofiak , Gabriela Depowska , Andrea d'Amico , Tomasz Techmański , Anna Kozub , Wojciech Majewski , Rafał Suwiński , Piotr Wojcieszek , Jacek Sadowski , Joachim Widder , Gregor Goldner , Marcin Miszczyk

Investigating conditional GAN performance with different generator architectures, an ensemble model, and different MR scanners for MR-sCT conversion.

Physics in medicine and biology

Avec: Lukas Fetty , Tommy Löfstedt , Gerd Heilemann , Hugo Furtado , Nicole Nesvacil , Tufve Nyholm , Dietmar Georg , Peter Kuess

Can Generative Adversarial Networks help to overcome the limited data problem in segmentation?

Zeitschrift fur medizinische Physik

Avec: Gerd Heilemann , Mark Matthewman , Peter Kuess , Gregor Goldner , Joachim Widder , Dietmar Georg , Lukas Zimmermann

Explicitly encoding the cyclic nature of breathing signal allows for accurate breathing motion prediction in radiotherapy with minimal training data.

Physics and imaging in radiation oncology

Avec: Andreas Renner , Ingo Gulyas , Martin Buschmann , Gerd Heilemann , Barbara Knäusl , Martin Heilmann , Joachim Widder , Dietmar Georg , Petra Trnková

Impact of log file source and data frequency on accuracy of log file-based patient specific quality assurance.

Zeitschrift fur medizinische Physik

Avec: Akbar Azzi , Gerd Heilemann , Dietmar Georg , Supriyanto Ardjo Pawiro , Terry Mart , Wolfgang Lechner

Technical Note: Dose prediction for radiation therapy using feature-based losses and One Cycle Learning.

Medical physics

Avec: Lukas Zimmermann , Erik Faustmann , Christian Ramsl , Dietmar Georg , Gerd Heilemann

Neural network-assisted automated image registration for MRI-guided adaptive brachytherapy in cervical cancer.

Zeitschrift fur medizinische Physik

Avec: Stefan Ecker , Lukas Zimmermann , Gerd Heilemann , Yury Niatsetski , Maximilian Schmid , Alina Emiliana Sturdza , Johannes Knoth , Christian Kirisits , Nicole Nesvacil

Tools for large-scale data analytics of an international multi-center study in radiation oncology for cervical cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology

Avec: Stefan Ecker , Christian Kirisits , Maximilian Schmid , Astrid De Leeuw , Yvette Seppenwoolde , Johannes Knoth , Petra Trnkova , Gerd Heilemann , Alina Sturdza , Kathrin Kirchheiner , Sofia Spampinato , Monica Serban , Ina Jürgenliemk-Schulz , Supriya Chopra , Remi Nout , Kari Tanderup , Richard Pötter , Nicole Eder-Nesvacil

Dosimetry in MRgPT: Impact of magnetic fields on TLD dose response during proton irradiation.

Medical physics

Avec: Hermann Fuchs , Hugo Palmans , Gerd Heilemann , Dominik Zuschlag , Dietmar Georg , Peter Kuess

An MR-only acquisition and artificial intelligence based image-processing protocol for photon and proton therapy using a low field MR.

Zeitschrift fur medizinische Physik

Avec: Lukas Zimmermann , Martin Buschmann , Harald Herrmann , Gerd Heilemann , Peter Kuess , Gregor Goldner , Tufve Nyholm , Dietmar Georg , Nicole Nesvacil

The role of artificial intelligence in informed patient consent for radiotherapy treatments-a case report.

Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]

Avec: M Moll , G Heilemann , Dietmar Georg , D Kauer-Dorner , P Kuess

Réseau de co-auteurs

Gerd Heilemann 13 collaborations

Dietmar Georg 11 collaborations

Peter Kuess 5 collaborations

Joachim Widder 4 collaborations

Lukas Zimmermann 4 collaborations

Tufve Nyholm 3 collaborations

Wolfgang Lechner 3 collaborations

Martin Buschmann 3 collaborations

Johannes Knoth 3 collaborations

Christian Kirisits 3 collaborations

Gregor Goldner 3 collaborations

Nicole Nesvacil 3 collaborations

Lukas Fetty 2 collaborations

Tommy Löfstedt 2 collaborations

Martin Heilmann 2 collaborations

Harald Herrmann 2 collaborations

Matthias Moll 2 collaborations

Petra Trnkova 2 collaborations

Stefan Ecker 2 collaborations

Maximilian Schmid 2 collaborations

Mikael Bylund 1 collaboration

Muzafar Khan 1 collaboration

Andreas Georg Berg 1 collaboration

Vincent Dick 1 collaboration

Franziska Eckert 1 collaboration

Stefan Konrad 1 collaboration

Inga-Malin Simek 1 collaboration

Christopher Thiele 1 collaboration

Alexandru Zaharie 1 collaboration

Łukasz Magrowski 1 collaboration

Martina Mittlböck 1 collaboration

Harald Heinzl 1 collaboration

Jakub Ciepał 1 collaboration

Oliwia Masri 1 collaboration

Rafał Stando 1 collaboration

Tomasz Krzysztofiak 1 collaboration

Gabriela Depowska 1 collaboration

Andrea d'Amico 1 collaboration

Tomasz Techmański 1 collaboration

Anna Kozub 1 collaboration

Wojciech Majewski 1 collaboration

Rafał Suwiński 1 collaboration

Piotr Wojcieszek 1 collaboration

Jacek Sadowski 1 collaboration

Marcin Miszczyk 1 collaboration

Hugo Furtado 1 collaboration

Mark Matthewman 1 collaboration

Andreas Renner 1 collaboration

Ingo Gulyas 1 collaboration

Barbara Knäusl 1 collaboration

Petra Trnková 1 collaboration

Akbar Azzi 1 collaboration

Supriyanto Ardjo Pawiro 1 collaboration

Terry Mart 1 collaboration

Erik Faustmann 1 collaboration

Christian Ramsl 1 collaboration

Yury Niatsetski 1 collaboration

Alina Emiliana Sturdza 1 collaboration

Astrid De Leeuw 1 collaboration

Yvette Seppenwoolde 1 collaboration

Alina Sturdza 1 collaboration

Kathrin Kirchheiner 1 collaboration

Sofia Spampinato 1 collaboration

Monica Serban 1 collaboration

Ina Jürgenliemk-Schulz 1 collaboration

Supriya Chopra 1 collaboration

Remi Nout 1 collaboration

Kari Tanderup 1 collaboration

Richard Pötter 1 collaboration

Nicole Eder-Nesvacil 1 collaboration

Hermann Fuchs 1 collaboration

Hugo Palmans 1 collaboration

Dominik Zuschlag 1 collaboration

M Moll 1 collaboration

D Kauer-Dorner 1 collaboration

P Kuess 1 collaboration