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Andreas Mang
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Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
10112018
An inverse problem formulation for parameter estimation of a reaction–diffusion model of low grade gliomas
A Gholami, A Mang, G Biros
Journal of Mathematical Biology 72 (1-2), 409-433, 2016
652016
An inexact Newton--Krylov algorithm for constrained diffeomorphic image registration
A Mang, G Biros
SIAM Journal on Imaging Sciences 8 (2), 1030-1069, 2015
532015
Constrained H1-regularization schemes for diffeomorphic image registration
A Mang, G Biros
SIAM Journal on Imaging Sciences 9 (3), 1154-1194, 2016
452016
PDE-constrained optimization in medical image analysis
A Mang, A Gholami, C Davatzikos, G Biros
Optimization and Engineering, 1-48, 2018
362018
Biophysical modeling of brain tumor progression: from unconditionally stable explicit time integration to an inverse problem with parabolic PDE constraints for model calibration
A Mang, A Toma, TA Schuetz, S Becker, T Eckey, C Mohr, D Petersen, ...
Medical Physics 39 (7Part1), 4444-4459, 2012
332012
Distributed-memory large deformation diffeomorphic 3D image registration
A Mang, A Gholami, G Biros
Proc ACM/IEEE Conference on SuperComputing, 2016
312016
A Lagrangian Gauss-Newton-Krylov solver for mass-and intensity-preserving diffeomorphic image registration
A Mang, L Ruthotto
SIAM Journal on Scientific Computing 39 (5), B860--B885, 2017
302017
Integrated Biophysical Modeling and Image Analysis: Application to Neuro-Oncology
A Mang, S Bakas, S Subramanian, C Davatzikos, G Biros
Annual Review of Biomedical Engineering 22, 309-341, 2020
242020
CLAIRE: a distributed-memory solver for constrained large deformation diffeomorphic image registration
A Mang, A Gholami, C Davatzikos, G Biros
SIAM Journal on Scientific Computing 41 (5), C548-C584, 2019
232019
A semi-Lagrangian two-level preconditioned Newton--Krylov solver for constrained diffeomorphic image registration
A Mang, G Biros
SIAM Journal on Scientific Computing 39 (6), B1064-B1101, 2017
232017
Coupling brain-tumor biophysical models and diffeomorphic image registration
K Scheufele, A Mang, A Gholami, C Davatzikos, G Biros, M Mehl
Computer Methods in Applied Mechanics and Engineering 347, 533-567, 2019
192019
Consistency of parametric registration in serial MRI studies of brain tumor progression
A Mang, JA Schnabel, WR Crum, M Modat, O Camara-Rey, C Palm, ...
International Journal of Computer Assisted Radiology and Surgery 3 (3), 201-211, 2008
182008
A template-deformation method for facial reproduction
J Müller, A Mang, TM Buzug
Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of …, 2005
182005
A framework for scalable biophysics-based image analysis
A Gholami, A Mang, K Scheufele, C Davatzikos, M Mehl, G Biros
Proceedings of the International Conference for High Performance Computing …, 2017
172017
A novel method for simulating the extracellular matrix in models of tumour growth
A Toma, A Mang, TA Schuetz, S Becker, TM Buzug
Computational and Mathematical Methods in Medicine 2012, 2012
172012
In-silico oncology: an approximate model of brain tumor mass effect based on directly manipulated free form deformation
S Becker, A Mang, A Toma, TM Buzug
International Journal of Computer Assisted Radiology and Surgery 5 (6), 607-622, 2010
162010
A multi-modality computer-aided framework towards postmortem identification
A Mang, J Müller, TM Buzug
Journal of Computing and Information Technology 14 (1), 7-19, 2006
142006
A generic framework for modeling brain deformation as a constrained parametric optimization problem to aid non-diffeomorphic image registration in brain tumor imaging
A Mang, A Toma, TA Schuetz, S Becker, TM Buzug
Methods of information in medicine 51 (05), 429-440, 2012
132012
Fast GPU 3D diffeomorphic image registration
M Brunn, N Himthani, G Biros, M Mehl, A Mang
Journal of Parallel and Distributed Computing 149, 149-162, 2021
122021
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Articles 1–20