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 | 317 | 2015 |
Clinical and multimodal biomarker correlates of ADNI neuropathological findings JB Toledo, NJ Cairns, X Da, K Chen, D Carter, A Fleisher, E Householder, ... Acta neuropathologica communications 1, 1-13, 2013 | 198 | 2013 |
Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights Y Ou, H Akbari, M Bilello, X Da, C Davatzikos IEEE transactions on medical imaging 33 (10), 2039-2065, 2014 | 196 | 2014 |
Imaging surrogates of infiltration obtained via multiparametric imaging pattern analysis predict subsequent location of recurrence of glioblastoma H Akbari, L Macyszyn, X Da, M Bilello, RL Wolf, M Martinez-Lage, G Biros, ... Neurosurgery 78 (4), 572-580, 2016 | 159 | 2016 |
Integration and relative value of biomarkers for prediction of MCI to AD progression: spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers X Da, JB Toledo, J Zee, DA Wolk, SX Xie, Y Ou, A Shacklett, P Parmpi, ... NeuroImage: Clinical 4, 164-173, 2014 | 142 | 2014 |
Neuronal injury biomarkers and prognosis in ADNI subjects with normal cognition JB Toledo, MW Weiner, DA Wolk, X Da, K Chen, SE Arnold, W Jagust, ... Acta neuropathologica communications 2, 1-9, 2014 | 107 | 2014 |
Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity H Akbari, L Macyszyn, X Da, RL Wolf, M Bilello, R Verma, DM O’Rourke, ... Radiology 273 (2), 502-510, 2014 | 107 | 2014 |
Nonlinear association between cerebrospinal fluid and florbetapir F-18 β-amyloid measures across the spectrum of Alzheimer disease JB Toledo, M Bjerke, X Da, SM Landau, NL Foster, W Jagust, C Jack, ... JAMA neurology 72 (5), 571-581, 2015 | 98 | 2015 |
Phase II study of tivozanib, an oral VEGFR inhibitor, in patients with recurrent glioblastoma J Kalpathy-Cramer, V Chandra, X Da, Y Ou, KE Emblem, A Muzikansky, ... Journal of neuro-oncology 131, 603-610, 2017 | 90 | 2017 |
CSF Apo-E levels associate with cognitive decline and MRI changes JB Toledo, X Da, MW Weiner, DA Wolk, SX Xie, SE Arnold, C Davatzikos, ... Acta neuropathologica 127, 621-632, 2014 | 80 | 2014 |
Population-based MRI atlases of spatial distribution are specific to patient and tumor characteristics in glioblastoma M Bilello, H Akbari, X Da, JM Pisapia, S Mohan, RL Wolf, DM O’Rourke, ... NeuroImage: Clinical 12, 34-40, 2016 | 69 | 2016 |
Multisite concordance of DSC-MRI analysis for brain tumors: results of a national cancer institute quantitative imaging network collaborative project KM Schmainda, MA Prah, SD Rand, Y Liu, B Logan, M Muzi, SD Rane, ... American Journal of Neuroradiology 39 (6), 1008-1016, 2018 | 56 | 2018 |
Relationship between plasma analytes and SPARE-AD defined brain atrophy patterns in ADNI JB Toledo, X Da, P Bhatt, DA Wolk, SE Arnold, LM Shaw, JQ Trojanowski, ... PloS one 8 (2), e55531, 2013 | 54 | 2013 |
Automated tumor volumetry using computer-aided image segmentation B Gaonkar, L Macyszyn, M Bilello, MS Sadaghiani, H Akbari, MA Attiah, ... Academic radiology 22 (5), 653-661, 2015 | 51 | 2015 |
Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy Y Ou, SP Weinstein, EF Conant, S Englander, X Da, B Gaonkar, MK Hsieh, ... Magnetic resonance in medicine 73 (6), 2343-2356, 2015 | 43 | 2015 |
ABCD1 dysfunction alters white matter microvascular perfusion A Lauer, X Da, MB Hansen, G Boulouis, Y Ou, X Cai, ... Brain 140 (12), 3139-3152, 2017 | 34 | 2017 |
Multimodal brain tumor image segmentation using GLISTR D Kwon, H Akbari, X Da, B Gaonkar, C Davatzikos MICCAI brain tumor segmentation (BraTS) challenge manuscripts, 18-19, 2014 | 27 | 2014 |
Field of view normalization in multi-site brain MRI Y Ou, L Zöllei, X Da, K Retzepi, SN Murphy, ER Gerstner, BR Rosen, ... Neuroinformatics 16, 431-444, 2018 | 26 | 2018 |
Alzheimer’s Neuroimaging Initiative (2014) Integration and relative value of biomarkers for prediction of MCI to AD progression: Spatial patterns of brain atrophy, cognitive … X Da, JB Toledo, J Zee, DA Wolk, SX Xie, Y Ou, A Shacklett, P Parmpi, ... Neuroimage Clin 4, 164-173, 0 | 19 | |
Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI KI Ly, B Vakulenko-Lagun, KE Emblem, Y Ou, X Da, RA Betensky, ... Scientific reports 8 (1), 17062, 2018 | 17 | 2018 |