| 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 | 2066 | 2018 |
| 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 | 91 | 2016 |
| An inexact Newton--Krylov algorithm for constrained diffeomorphic image registration A Mang, G Biros SIAM Journal on Imaging Sciences 8 (2), 1030-1069, 2015 | 71 | 2015 |
| 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 | 57 | 2020 |
| PDE-constrained optimization in medical image analysis A Mang, A Gholami, C Davatzikos, G Biros Optimization and Engineering, 1-48, 2018 | 55 | 2018 |
| Constrained H1-regularization schemes for diffeomorphic image registration A Mang, G Biros SIAM Journal on Imaging Sciences 9 (3), 1154-1194, 2016 | 54 | 2016 |
| 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 | 48 | 2017 |
| 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 | 39 | 2019 |
| 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 | 39 | 2012 |
| Distributed-memory large deformation diffeomorphic 3D image registration A Mang, A Gholami, G Biros Proc ACM/IEEE Conference on SuperComputing, 2016 | 38 | 2016 |
| 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 | 37 | 2019 |
| 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 | 32 | 2017 |
| 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 | 27 | 2021 |
| 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 | 22 | 2017 |
| 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 | 21 | 2012 |
| 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, 201-211, 2008 | 21 | 2008 |
| Image-Driven Biophysical Tumor Growth Model Calibration K Scheufele, S Subramanian, A Mang, G Biros, M Mehl SIAM Journal on Scientific Computing 42 (3), B549-B580, 2020 | 19 | 2020 |
| 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 | 18 | 2005 |
| 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 | 16 | 2010 |
| 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 | 14 | 2006 |
George BirosProfessor, Oden Institute for Computational Engineering and Sciences, The University of Texas atE-mail confirmado em acm.org
