publications

publications by categories in reversed chronological order.

peer-reviewed journal articles

  1. Multivariate error modeling and uncertainty quantification using importance (re-)weighting for Monte Carlo simulations in particle transport
    Pia Stammer, Lucas Burigo, Oliver JäkelMartin Frank, and Niklas Wahl
  2. Contour Propagation for Radiotherapy Treatment Planning Using Nonrigid Registration and Parameter Optimization: Case Studies in Liver and Breast Cancer
    Eliseo Vargas-Bedoya, Juan Carlos Rivera, Maria Eugenia Puerta, Aurelio Angulo, Niklas Wahl, and Gonzalo Cabal
  3. Efficient uncertainty quantification for Monte Carlo dose calculations using importance (re-)weighting
    Pia Stammer, Lucas Burigo, Oliver JäkelMartin Frank, and Niklas Wahl
  4. Joint optimization of photon – carbon ion treatments for Glioblastoma
    Amit Ben Antony Bennan, Jan UnkelbachNiklas Wahl, Patrick Salome, and Mark Bangert
  5. Long short‐term memory networks for proton dose calculation in highly heterogeneous tissues
    Ahmad Neishabouri, Niklas Wahl, Andrea Mairani, Ullrich Köthe, and Mark Bangert
  6. Combined proton-photon treatment for breast cancer
    Louise Marc, Silvia Fabiano, Niklas Wahl, Claudia Linsenmeier, Antony John Lomax, and Jan Unkelbach
  7. Analytical probabilistic modeling of dose-volume histograms
    Niklas WahlPhilipp Hennig, Hans-Peter Wieser, and Mark Bangert
  8. Impact of Gaussian uncertainty assumptions on probabilistic optimization in particle therapy
    Hans-Peter Wieser, Christian P. Karger, Niklas Wahl, and Mark Bangert
  9. matRad - an open-source treatment planning toolkit for educational purposes
    Hans-Peter Wieser, Niklas Wahl, Hubert S. Gabryś, Lucas-Raphael Müller, Giuseppe Pezzano, Johanna Winter, and 4 more authors
  10. Development of the open-source dose calculation and optimization toolkit matRad
    Hans-Peter Wieser, Eduardo Cisternas, Niklas Wahl, Silke Ulrich, Alexander Stadler, Henning Mescher, and 11 more authors
  11. JACMP
    Physically constrained voxel-based penalty adaptation for ultra-fast IMRT planning
    Niklas Wahl, Mark Bangert, Cornelis P Kamerling, Peter Ziegenhein, Gijsbert H Bol, Bas W Raaymakers, and 1 more author

peer-reviewed conference contributions

  1. PTCOG 60
    Scenario-free probabilistic proton dose optimization using expected dose influence and total variance
    Niklas Wahl, and Hans-Peter Wieser
  2. Particle therapy masterclass
    Panagiota Foka, Aristeidis Mamaras, Damir Skrjiel, Joao Seco, Christian Graeff, Marco Pulia, and 2 more authors
  3. PTCOG 59
    Degradation of particle depth dose in lung tissue: An efficient and consistent model for Monte Carlo and analytical dose calculation
    Noa Homolka, Paul Anton Meder, Lucas Burigo, Hans-Peter Wieser, Mark Bangert, Oliver Jäkel, and 2 more authors
  4. PTCOG 59
    Efficient uncertainty estimates in Monte Carlo dose calculation using importance reweighting
    Pia Stammer, Lucas Burigo, Oliver JäkelMartin Frank, and Niklas Wahl
  5. DGMP 2021
    The role of uncertainties in jointly optimised mixed carbon/photon treatments
    Martina Palkowitsch, Amit Ben Antony Bennan, and Niklas Wahl
  6. OC-0215: LSTM networks for proton dose calculation in highly heterogeneous tissues
    Ahmad Neishabouri, Niklas Wahl, Lucas Norberto Burigo, Ullrich Köthe, and Mark Bangert
  7. Joint Optimization of Photon-Carbon ion treatments for Glioblastoma
    Amit Ben Antony Bennan, Jan UnkelbachNiklas Wahl, Patrick Salome, and Mark Bangert
  8. 19th ICCR
    Development report for the open source dose calculation and optimization toolkit matRad
    Niklas Wahl, Edgardo Doerner, Lucas Noberto Burigo, Daniel Ramirez, Ahmad Neishabouri, Amit Ben Antony Bennan, and 2 more authors
  9. 19th ICCR
    Confidence constraints for probabilistic radiotherapy treatment planning
    Niklas WahlPhilipp Hennig, Hans-Peter Wieser, and Mark Bangert
  10. Impact of Gaussian uncertainty assumptions for probabilistic optimization considering range errors
    Hans-Peter Wieser, Christian P. Karger, Niklas Wahl, and Mark Bangert
  11. Closed-form modeling of biological uncertainties in carbon ion therapy
    Hans-Peter Wieser, Philipp HennigNiklas Wahl, and Mark Bangert
  12. Simultaneous consideration of biological and physical uncertainties in robust ion therapy planning
    Hans-Peter Wieser, Niklas WahlPhilipp Hennig, and Mark Bangert
  13. 18th ICCR
    Probabilistic proton treatment planning using accelerated analytical probabilistic modelling
    Niklas WahlPhilipp Hennig, and Mark Bangert
  14. 18th ICCR
    Analytical probabilistic modeling of range and setup uncertainties in carbon ion therapy planning
    Hans-Peter Wieser, Niklas WahlPhilipp Hennig, and Mark Bangert

Books

Theses

  1. Analytical Models for Probabilistic Inverse Treatment Planning in Intensity-modulated Proton Therapy
    Niklas Wahl

preprints, reports and other publications

  1. Superiorization as a novel strategy for linearly constrained inverse radiotherapy treatment planning
    Florian Barkmann, Yair Censor, and Niklas Wahl
  2. An Integrated Biological Optimization framework for proton SBRT FLASH treatment planning allows dose, dose rate, and LET optimization using patient-specific ridge filters
    Ruirui Liu, Serdar Charyyev, Niklas Wahl, Wei Liu, Minglei Kang, Jun Zhou, and 7 more authors
  3. Developing matRad, an Open-Source Dose Calculation and Optimization Toolkit for Radiation Therapy Planning
    Mark Bangert, Oliver JäkelNiklas Wahl, and Hans-Peter Wieser

software

  1. matRad
    Benjamin Ackermann, Mark Bangert, Amit Ben Antony Bennan, Lucas Burigo, Gonzalo Cabal, Eduardo Cisternas, and 26 more authors
  2. matRad
    Benjamin Ackermann, Mark Bangert, Amit Ben Antony Bennan, Lucas Burigo, Gonzalo Cabal, Eduardo Cisternas, and 26 more authors
  3. matRad
    Benjamin Ackermann, Mark Bangert, Amit Ben Antony Bennan, Lucas Burigo, Gonzalo Cabal, Eduardo Cisternas, and 27 more authors
  4. matRad
    Mark Bangert, Eduardo Cisternas, Hubert Gabryś, Thomas Klinge, Hennig Mescher, Lucas-Raphael Müller, and 3 more authors