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Marie Metz
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 8
Top Topics
Simultaneous Optimization
Image Registration
Tumor Growth
Similarity Metric
Top Venues
CoRR
Medical Image Anal.
ML4H@NeurIPS
IEEE Trans. Medical Imaging
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Publications
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Diana Waldmannstetter
,
Florian Kofler
,
Benedikt Wiestler
,
Julian Schwarting
,
Ivan Ezhov
,
Marie Metz
,
Daniel Rueckert
,
Jan S. Kirschke
,
Marie Piraud
,
Bjoern H. Menze
Primitive Simultaneous Optimization of Similarity Metrics for Image Registration.
CoRR
(2023)
Diana Waldmannstetter
,
Benedikt Wiestler
,
Julian Schwarting
,
Ivan Ezhov
,
Marie Metz
,
Spyridon Bakas
,
Bhakti Baheti
,
Satrajit Chakrabarty
,
Jan S. Kirschke
,
Rolf A. Heckemann
,
Marie Piraud
,
Florian Kofler
,
Bjoern H. Menze
Framing image registration as a landmark detection problem for better representation of clinical relevance.
CoRR
(2023)
Ivan Ezhov
,
Kevin Scibilia
,
Katharina Franitza
,
Felix Steinbauer
,
Suprosanna Shit
,
Lucas Zimmer
,
Jana Lipková
,
Florian Kofler
,
Johannes C. Paetzold
,
Luca Canalini
,
Diana Waldmannstetter
,
Martin J. Menten
,
Marie Metz
,
Benedikt Wiestler
,
Bjoern H. Menze
Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling.
Medical Image Anal.
83 (2023)
Ivan Ezhov
,
Marcel Rosier
,
Lucas Zimmer
,
Florian Kofler
,
Suprosanna Shit
,
Johannes C. Paetzold
,
Kevin Scibilia
,
Leon Mächler
,
Katharina Franitza
,
Tamaz Amiranashvili
,
Marie Metz
,
Sailesh Conjeti
,
Benedikt Wiestler
,
Bjoern H. Menze
Casting the inverse problem as a database query. The case of personalized tumor growth modeling.
CoRR
(2022)
Ivan Ezhov
,
Marcel Rosier
,
Lucas Zimmer
,
Florian Kofler
,
Suprosanna Shit
,
Johannes C. Paetzold
,
Kevin Scibilia
,
Felix Steinbauer
,
Leon Maechler
,
Katharina Franitza
,
Tamaz Amiranashvili
,
Martin J. Menten
,
Marie Metz
,
Sailesh Conjeti
,
Benedikt Wiestler
,
Bjoern H. Menze
A for-loop is all you need. For solving the inverse problem in the case of personalized tumor growth modeling.
ML4H@NeurIPS
(2022)
Ivan Ezhov
,
Tudor Mot
,
Suprosanna Shit
,
Jana Lipková
,
Johannes C. Paetzold
,
Florian Kofler
,
Chantal Pellegrini
,
Marcel Kollovieh
,
Fernando Navarro
,
Hongwei Li
,
Marie Metz
,
Benedikt Wiestler
,
Bjoern H. Menze
Geometry-Aware Neural Solver for Fast Bayesian Calibration of Brain Tumor Models.
IEEE Trans. Medical Imaging
41 (5) (2022)
Ivan Ezhov
,
Kevin Scibilia
,
Katharina Franitza
,
Felix Steinbauer
,
Suprosanna Shit
,
Lucas Zimmer
,
Jana Lipková
,
Florian Kofler
,
Johannes C. Paetzold
,
Luca Canalini
,
Diana Waldmannstetter
,
Martin Menten
,
Marie Metz
,
Benedikt Wiestler
,
Bjoern H. Menze
Learn-Morph-Infer: a new way of solving the inverse problem for brain tumor modeling.
CoRR
(2021)
Ivan Ezhov
,
Tudor Mot
,
Suprosanna Shit
,
Jana Lipková
,
Johannes C. Paetzold
,
Florian Kofler
,
Fernando Navarro
,
Marie Metz
,
Benedikt Wiestler
,
Björn H. Menze
Real-time Bayesian personalization via a learnable brain tumor growth model.
CoRR
(2020)