Malte Hoffmann

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Image Registration

Top Venues

Int. J. Imaging Syst. Technol.

Publications

William Kelley, Nathan Ngo, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Malte Hoffmann
Boosting Skull-Stripping Performance for Pediatric Brain Images. CoRR (2024)
Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration. CoRR (2024)
Malte Hoffmann, Andrew Hoopes, Bruce Fischl, Adrian V. Dalca
Anatomy-specific acquisition-agnostic affine registration learned from fictitious images. Medical Imaging: Image Processing (2023)
Malte Hoffmann, Andrew Hoopes, Douglas N. Greve, Bruce Fischl, Adrian V. Dalca
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph. CoRR (2023)
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
Data Consistent Deep Rigid MRI Motion Correction. CoRR (2023)
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
Data Consistent Deep Rigid MRI Motion Correction. MIDL (2023)
Benjamin Billot, Daniel Moyer, Neel Dey, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland
SE(3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images. CoRR (2023)
Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann
SynthStrip: skull-stripping for any brain image. NeuroImage 260 (2022)
Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann
SynthStrip: Skull-Stripping for Any Brain Image. CoRR (2022)
Malte Hoffmann, Benjamin Billot, Douglas N. Greve, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images. IEEE Trans. Medical Imaging 41 (3) (2022)
Andrew Hoopes, Malte Hoffmann, Douglas N. Greve, Bruce Fischl, John V. Guttag, Adrian V. Dalca
Learning the Effect of Registration Hyperparameters with HyperMorph. CoRR (2022)
Andrew Hoopes, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca
HyperMorph: Amortized Hyperparameter Learning for Image Registration. CoRR (2021)
Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Leah Morgan, Paul Wighton, M. Dylan Tisdall, Martin Reuter, Elfar Adalsteinsson, Patricia Ellen Grant, Lawrence L. Wald, André J. W. van der Kouwe
Rapid head-pose detection for automated slice prescription of fetal-brain MRI. CoRR (2021)
Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Leah Morgan, Paul Wighton, M. Dylan Tisdall, Martin Reuter, Elfar Adalsteinsson, Patricia Ellen Grant, Lawrence L. Wald, André J. W. van der Kouwe
Rapid head-pose detection for automated slice prescription of fetal-brain MRI. Int. J. Imaging Syst. Technol. 31 (3) (2021)
Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
Learning Mri Contrast-Agnostic Registration. ISBI (2021)
Douglas N. Greve, Benjamin Billot, Devani Cordero, Andrew Hoopes, Malte Hoffmann, Adrian V. Dalca, Bruce Fischl, Juan Eugenio Iglesias, Jean C. Augustinack
A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images. NeuroImage 244 (2021)
Andrew Hoopes, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca
HyperMorph: Amortized Hyperparameter Learning for Image Registration. IPMI (2021)
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws. Comput. Math. Appl. 81 (2021)
Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Leah Morgan, Paul Wighton, M. Dylan Tisdall, Martin Reuter, Elfar Adalsteinsson, Patricia Ellen Grant, Lawrence L. Wald, André J. W. van der Kouwe
Cover Image. Int. J. Imaging Syst. Technol. 31 (3) (2021)
Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
Learning Multi-Modal Image Registration without Real Data. CoRR (2020)
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws. CoRR (2019)
Michaela Regneri, Malte Hoffmann, Jurij Kost, Niklas Pietsch, Timo Schulz, Sabine Stamm
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. CoRR (2018)
Stefan Heßel, Oliver Fernandes, Sebastian Boblest, Philipp Offenhäuser, Malte Hoffmann, Andrea Beck, Thomas Ertl, Colin W. Glass, Claus-Dieter Munz, Filip Sadlo
Visualization of 2DWave Propagation by Huygens' Principle. EGPGV@EuroVis (2015)