Malte Hoffmann

46 papers A* 2B 1Journal 34Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Drone Air Traffic Control: Tracking a Set of Moving Objects with Minimal Power.
CoRR
Chek-Manh Loi, Michael Perk, Malte Hoffmann, Sándor P. Fekete
2025 — conf
Deep infant brain segmentation from multi-contrast MRI.
IEEECONF
Malte Hoffmann, Lilla Zöllei, Adrian V. Dalca
2025 J jnl
Deep infant brain segmentation from multi-contrast MRI.
CoRR
Malte Hoffmann, Lilla Zöllei, Adrian V. Dalca
2025 J jnl
Deep learning water-unsuppressed MRSI at ultra-high field for simultaneous quantitative metabolic, susceptibility and myelin water imaging.
CoRR
Paul J. Weiser, Jiye Kim, Jongho Lee, Amirmohammad Shamaei, Gulnur Ungan, Malte Hoffmann, Antoine Klauser, Berkin Bilgic, Ovidiu C. Andronesi
2025 J jnl
Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging.
NeuroImage
Paul Weiser, Georg Langs, Wolfgang Bogner, Stanislav Motyka, Bernhard Strasser, Polina Golland, Nalini M. Singh, Jorg Dietrich, Erik Uhlmann, Tracy Batchelor, Daniel Cahill, Malte Hoffmann, Antoine Klauser, Ovidiu C. Andronesi
2025 J jnl
Domain-Randomized Deep Learning for Neuroimage Analysis: Selecting Training Strategies, Navigating Challenges, and Maximizing Benefits.
IEEE Signal Process. Mag.
Malte Hoffmann
2025 J jnl
Domain-randomized deep learning for neuroimage analysis.
CoRR
Malte Hoffmann
2025 A* conf
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging.
ICLR
Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias
2025 — conf
Learning Accurate Rigid Registration for Longitudinal Brain MRI from Synthetic Data.
ISBI
Jingru Fu, Adrian V. Dalca, Bruce Fischl, Rodrigo Moreno, Malte Hoffmann
2025 J jnl
Learning accurate rigid registration for longitudinal brain MRI from synthetic data.
CoRR
Jingru Fu, Adrian V. Dalca, Bruce Fischl, Rodrigo Moreno, Malte Hoffmann
2025 J jnl
MindGrab for BrainChop: Fast and Accurate Skull Stripping for Command Line and Browser.
CoRR
Armina Fani, Mike Doan, Isabelle Le, Alex Fedorov, Malte Hoffmann, Chris Rorden, Sergey M. Plis
2025 A* conf
MultiMorph: On-demand Atlas Construction.
CVPR
S. Mazdak Abulnaga, Andrew Hoopes, Neel Dey, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2025 J jnl
MultiMorph: On-demand Atlas Construction.
CoRR
S. Mazdak Abulnaga, Andrew Hoopes, Neel Dey, Malte Hoffmann, Marianne Rakic, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2025 — conf
SingleStrip: Learning Skull-Stripping from a Single Labeled Example.
DEMI@MICCAI
Bella Specktor-Fadida, Malte Hoffmann
2025 J jnl
SingleStrip: learning skull-stripping from a single labeled example.
CoRR
Bella Specktor-Fadida, Malte Hoffmann
2025 J jnl
Unified Brain Surface and Volume Registration.
CoRR
S. Mazdak Abulnaga, Andrew Hoopes, Malte Hoffmann, Robin Magnet, Maks Ovsjanikov, Lilla Zöllei, John V. Guttag, Bruce Fischl, Adrian V. Dalca
2024 — conf
Boosting Skull-Stripping Performance for Pediatric Brain Images.
ISBI
William Kelley, Nathan Ngo, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Malte Hoffmann
2024 J jnl
Boosting Skull-Stripping Performance for Pediatric Brain Images.
CoRR
William Kelley, Nathan Ngo, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Malte Hoffmann
2024 J jnl
Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging.
CoRR
Paul Weiser, Georg Langs, Wolfgang Bogner, Stanislav Motyka, Bernhard Strasser, Polina Golland, Nalini M. Singh, Jorg Dietrich, Erik Uhlmann, Tracy Batchelor, Daniel Cahill, Malte Hoffmann, Antoine Klauser, Ovidiu C. Andronesi
2024 J jnl
Hierarchical uncertainty estimation for learning-based registration in neuroimaging.
CoRR
Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias
2024 — conf
Registration by Regression (RbR): A Framework for Interpretable and Flexible Atlas Registration.
WBIR
Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration.
CoRR
Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
2024 J jnl
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI.
IEEE Trans. Medical Imaging
Benjamin Billot, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland
2024 J jnl
Search Wide, Focus Deep: Automated Fetal Brain Extraction with Sparse Training Data.
CoRR
Javid Dadashkarimi, Valeria Pena Trujillo, Camilo Jaimes, Lilla Zöllei, Malte Hoffmann
2024 J jnl
WALINET: A water and lipid identification convolutional Neural Network for nuisance signal removal in 1H MR Spectroscopic Imaging.
CoRR
Paul Weiser, Georg Langs, Stanislav Motyka, Wolfgang Bogner, Sébastien Courvoisier, Malte Hoffmann, Antoine Klauser, Ovidiu C. Andronesi
2023 J jnl
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph.
CoRR
Malte Hoffmann, Andrew Hoopes, Douglas N. Greve, Bruce Fischl, Adrian V. Dalca
2023 B conf
Anatomy-specific acquisition-agnostic affine registration learned from fictitious images.
Image Processing
Malte Hoffmann, Andrew Hoopes, Bruce Fischl, Adrian V. Dalca
2023 — conf
Data Consistent Deep Rigid MRI Motion Correction.
MIDL
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
2023 J jnl
Data Consistent Deep Rigid MRI Motion Correction.
CoRR
Nalini M. Singh, Neel Dey, Malte Hoffmann, Bruce Fischl, Elfar Adalsteinsson, Robert Frost, Adrian V. Dalca, Polina Golland
2023 J jnl
SE(3)-Equivariant and Noise-Invariant 3D Motion Tracking in Medical Images.
CoRR
Benjamin Billot, Daniel Moyer, Neel Dey, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland
2022 J jnl
Learning the Effect of Registration Hyperparameters with HyperMorph.
CoRR
Andrew Hoopes, Malte Hoffmann, Douglas N. Greve, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2022 J jnl
SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images.
IEEE Trans. Medical Imaging
Malte Hoffmann, Benjamin Billot, Douglas N. Greve, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
2022 J jnl
SynthStrip: Skull-Stripping for Any Brain Image.
CoRR
Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann
2022 J jnl
SynthStrip: skull-stripping for any brain image.
NeuroImage
Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann
2021 J jnl
A deep learning toolbox for automatic segmentation of subcortical limbic structures from MRI images.
NeuroImage
Douglas N. Greve, Benjamin Billot, Devani Cordero, Andrew Hoopes, Malte Hoffmann, Adrian V. Dalca, Bruce Fischl, Juan Eugenio Iglesias, Jean C. Augustinack
2021 J jnl
Cover Image.
Int. J. Imaging Syst. Technol.
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
2021 J jnl
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws.
Comput. Math. Appl.
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
2021 — conf
HyperMorph: Amortized Hyperparameter Learning for Image Registration.
IPMI
Andrew Hoopes, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2021 J jnl
HyperMorph: Amortized Hyperparameter Learning for Image Registration.
CoRR
Andrew Hoopes, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca
2021 — conf
Learning Mri Contrast-Agnostic Registration.
ISBI
Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
2021 J jnl
Rapid head-pose detection for automated slice prescription of fetal-brain MRI.
CoRR
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
2021 J jnl
Rapid head-pose detection for automated slice prescription of fetal-brain MRI.
Int. J. Imaging Syst. Technol.
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
2020 J jnl
Learning Multi-Modal Image Registration without Real Data.
CoRR
Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca
2019 J jnl
FLEXI: A high order discontinuous Galerkin framework for hyperbolic-parabolic conservation laws.
CoRR
Nico Krais, Andrea Beck, Thomas Bolemann, Hannes Frank, David Flad, Gregor Gassner, Florian Hindenlang, Malte Hoffmann, Thomas Kuhn, Matthias Sonntag, Claus-Dieter Munz
2018 J jnl
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning.
CoRR
Michaela Regneri, Malte Hoffmann, Jurij Kost, Niklas Pietsch, Timo Schulz, Sabine Stamm
2015 — conf
Visualization of 2DWave Propagation by Huygens' Principle.
EGPGV@EuroVis
Stefan Heßel, Oliver Fernandes, Sebastian Boblest, Philipp Offenhäuser, Malte Hoffmann, Andrea Beck, Thomas Ertl, Colin W. Glass, Claus-Dieter Munz, Filip Sadlo