| 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 | 1011 | 2018 |
| A kernel-independent adaptive fast multipole algorithm in two and three dimensions L Ying, G Biros, D Zorin Journal of Computational Physics 196 (2), 591-626, 2004 | 537 | 2004 |
| Parallel Lagrange--Newton--Krylov--Schur methods for PDE-constrained optimization. Part I: The Krylov--Schur solver G Biros, O Ghattas SIAM Journal on Scientific Computing 27 (2), 687-713, 2005 | 341 | 2005 |
| An image-driven parameter estimation problem for a reaction–diffusion glioma growth model with mass effects C Hogea, C Davatzikos, G Biros Journal of mathematical biology 56 (6), 793-825, 2008 | 256 | 2008 |
| Why do red blood cells have asymmetric shapes even in a symmetric flow? B Kaoui, G Biros, C Misbah Physical review letters 103 (18), 188101, 2009 | 248 | 2009 |
| GLISTR: glioma image segmentation and registration A Gooya, KM Pohl, M Bilello, L Cirillo, G Biros, ER Melhem, C Davatzikos IEEE transactions on medical imaging 31 (10), 1941-1954, 2012 | 245 | 2012 |
| High resolution forward and inverse earthquake modeling on terascale computers V Akcelik, J Bielak, G Biros, I Epanomeritakis, A Fernandez, O Ghattas, ... Proceedings of the 2003 ACM/IEEE Conference on Supercomputing, 52, 2003 | 243 | 2003 |
| Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques L Macyszyn, H Akbari, JM Pisapia, X Da, M Attiah, V Pigrish, Y Bi, S Pal, ... Neuro-oncology 18 (3), 417-425, 2015 | 240 | 2015 |
| A massively parallel adaptive fast-multipole method on heterogeneous architectures I Lashuk, A Chandramowlishwaran, H Langston, TA Nguyen, R Sampath, ... Proceedings of the Conference on High Performance Computing Networking …, 2009 | 237 | 2009 |
| Bottom-up construction and 2: 1 balance refinement of linear octrees in parallel H Sundar, RS Sampath, G Biros SIAM Journal on Scientific Computing 30 (5), 2675-2708, 2008 | 203 | 2008 |
| Petascale direct numerical simulation of blood flow on 200k cores and heterogeneous architectures A Rahimian, I Lashuk, S Veerapaneni, A Chandramowlishwaran, ... SC'10: Proceedings of the 2010 ACM/IEEE International Conference for High …, 2010 | 201 | 2010 |
| A boundary integral method for simulating the dynamics of inextensible vesicles suspended in a viscous fluid in 2D SK Veerapaneni, D Gueyffier, D Zorin, G Biros Journal of Computational Physics 228 (7), 2334-2353, 2009 | 194 | 2009 |
| Parallel multiscale Gauss-Newton-Krylov methods for inverse wave propagation V Akcelik, G Biros, O Ghattas SC'02: Proceedings of the 2002 ACM/IEEE Conference on Supercomputing, 41-41, 2002 | 189 | 2002 |
| Parallel Lagrange--Newton--Krylov--Schur methods for PDE-constrained optimization. Part II: The Lagrange--Newton solver and its application to optimal control of steady viscous … G Biros, O Ghattas SIAM Journal on Scientific Computing 27 (2), 714-739, 2005 | 184 | 2005 |
| Large-scale inverse problems and quantification of uncertainty G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, L Tenorio, ... John Wiley & Sons, 2011 | 176 | 2011 |
| A fast algorithm for simulating vesicle flows in three dimensions SK Veerapaneni, A Rahimian, G Biros, D Zorin Journal of Computational Physics 230 (14), 5610-5634, 2011 | 156 | 2011 |
| A new parallel kernel-independent fast multipole method L Ying, G Biros, D Zorin, H Langston SC'03: Proceedings of the 2003 ACM/IEEE conference on Supercomputing, 14-14, 2003 | 133 | 2003 |
| A high-order 3D boundary integral equation solver for elliptic PDEs in smooth domains L Ying, G Biros, D Zorin Journal of Computational Physics 219 (1), 247-275, 2006 | 131 | 2006 |
| Deformable registration of glioma images using EM algorithm and diffusion reaction modeling A Gooya, G Biros, C Davatzikos IEEE transactions on medical imaging 30 (2), 375-390, 2010 | 118 | 2010 |
| Anode: Unconditionally accurate memory-efficient gradients for neural odes A Gholami, K Keutzer, G Biros arXiv preprint arXiv:1902.10298, 2019 | 117 | 2019 |
Christos DavatzikosDirector, Center for Biomedical Image Computing and Analytics, Professor of Radiology, andVerified email at pennmedicine.upenn.edu
