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2020 – today
- 2024
[j7]Benjamin Billot
, Neel Dey, Daniel Moyer, Malte Hoffmann, Esra Abaci Turk, Borjan A. Gagoski, Patricia Ellen Grant, Polina Golland:
SE(3)-Equivariant and Noise-Invariant 3D Rigid Motion Tracking in Brain MRI. IEEE Trans. Medical Imaging 43(11): 4029-4040 (2024)- [c7]William Kelley, Nathan Ngo, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Malte Hoffmann:
Boosting Skull-Stripping Performance for Pediatric Brain Images. ISBI 2024: 1-5 - [c6]Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias:
Registration by Regression (RbR): A Framework for Interpretable and Flexible Atlas Registration. WBIR 2024: 205-215 - [i16]William Kelley, Nathan Ngo, Adrian V. Dalca, Bruce Fischl, Lilla Zöllei, Malte Hoffmann:
Boosting Skull-Stripping Performance for Pediatric Brain Images. CoRR abs/2402.16634 (2024) - [i15]Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias:
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration. CoRR abs/2404.16781 (2024) - [i14]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:
Deep-ER: Deep Learning ECCENTRIC Reconstruction for fast high-resolution neurometabolic imaging. CoRR abs/2409.18303 (2024) - [i13]Paul Weiser, Georg Langs, Stanislav Motyka, Wolfgang Bogner, Sébastien Courvoisier, Malte Hoffmann, Antoine Klauser, Ovidiu C. Andronesi:
WALINET: A water and lipid identification convolutional Neural Network for nuisance signal removal in 1H MR Spectroscopic Imaging. CoRR abs/2410.00746 (2024) - [i12]Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias:
Hierarchical uncertainty estimation for learning-based registration in neuroimaging. CoRR abs/2410.09299 (2024) - [i11]Javid Dadashkarimi, Valeria Pena Trujillo, Camilo Jaimes, Lilla Zöllei, Malte Hoffmann:
Search Wide, Focus Deep: Automated Fetal Brain Extraction with Sparse Training Data. CoRR abs/2410.20532 (2024) - 2023
- [c5]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: 368-381 - [c4]Malte Hoffmann, Andrew Hoopes, Bruce Fischl, Adrian V. Dalca:
Anatomy-specific acquisition-agnostic affine registration learned from fictitious images. Image Processing 2023 - [i10]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 abs/2301.10365 (2023) - [i9]Malte Hoffmann, Andrew Hoopes, Douglas N. Greve, Bruce Fischl, Adrian V. Dalca:
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph. CoRR abs/2301.11329 (2023) - [i8]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 abs/2312.13534 (2023) - 2022
- [j6]Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann:
SynthStrip: skull-stripping for any brain image. NeuroImage 260: 119474 (2022) - [j5]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): 543-558 (2022) - [i7]Andrew Hoopes, Jocelyn S. Mora, Adrian V. Dalca, Bruce Fischl, Malte Hoffmann:
SynthStrip: Skull-Stripping for Any Brain Image. CoRR abs/2203.09974 (2022) - [i6]Andrew Hoopes, Malte Hoffmann, Douglas N. Greve, Bruce Fischl, John V. Guttag, Adrian V. Dalca:
Learning the Effect of Registration Hyperparameters with HyperMorph. CoRR abs/2203.16680 (2022) - 2021
- [j4]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: 186-219 (2021) - [j3]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): 1136-1154 (2021) - [j2]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): i (2021) - [j1]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: 118610 (2021) - [c3]Andrew Hoopes, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca:
HyperMorph: Amortized Hyperparameter Learning for Image Registration. IPMI 2021: 3-17 - [c2]Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca:
Learning Mri Contrast-Agnostic Registration. ISBI 2021: 899-903 - [i5]Andrew Hoopes, Malte Hoffmann, Bruce Fischl, John V. Guttag, Adrian V. Dalca:
HyperMorph: Amortized Hyperparameter Learning for Image Registration. CoRR abs/2101.01035 (2021) - [i4]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 abs/2110.04140 (2021) - 2020
- [i3]Malte Hoffmann, Benjamin Billot, Juan Eugenio Iglesias, Bruce Fischl, Adrian V. Dalca:
Learning Multi-Modal Image Registration without Real Data. CoRR abs/2004.10282 (2020)
2010 – 2019
- 2019
- [i2]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 abs/1910.02858 (2019) - 2018
- [i1]Michaela Regneri, Malte Hoffmann, Jurij Kost, Niklas Pietsch, Timo Schulz, Sabine Stamm:
Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning. CoRR abs/1807.07404 (2018) - 2015
- [c1]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: 19-28
Coauthor Index
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last updated on 2024-12-02 21:33 CET by the dblp team
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