| Predicting human brain activity associated with the meanings of nouns TM Mitchell, SV Shinkareva, A Carlson, KM Chang, VL Malave, RA Mason, ... science 320 (5880), 1191-1195, 2008 | 1178 | 2008 |
| Neural representation of abstract and concrete concepts: A meta‐analysis of neuroimaging studies J Wang, JA Conder, DN Blitzer, SV Shinkareva Human brain mapping 31 (10), 1459-1468, 2010 | 337 | 2010 |
| Using fMRI brain activation to identify cognitive states associated with perception of tools and dwellings SV Shinkareva, RA Mason, VL Malave, W Wang, TM Mitchell, MA Just PLoS One 3 (1), e1394, 2008 | 249 | 2008 |
| Predicting cognitive state from eye movements JM Henderson, SV Shinkareva, J Wang, SG Luke, J Olejarczyk PloS one 8 (5), e64937, 2013 | 125 | 2013 |
| Commonality of neural representations of words and pictures SV Shinkareva, VL Malave, RA Mason, TM Mitchell, MA Just Neuroimage 54 (3), 2418-2425, 2011 | 123 | 2011 |
| Spatial and temporal prediction and uncertainty of soil loss using the revised universal soil loss equation: a case study of the rainfall–runoff erosivity R factor G Wang, G Gertner, V Singh, S Shinkareva, P Parysow, A Anderson Ecological Modelling 153 (1-2), 143-155, 2002 | 108 | 2002 |
| Decoding the neural representation of affective states LB Baucom, DH Wedell, J Wang, DN Blitzer, SV Shinkareva Neuroimage 59 (1), 718-727, 2012 | 91 | 2012 |
| Identifying bilingual semantic neural representations across languages A Buchweitz, SV Shinkareva, RA Mason, TM Mitchell, MA Just Brain and language 120 (3), 282-289, 2012 | 83 | 2012 |
| Differential deactivation during mentalizing and classification of autism based on default mode network connectivity DL Murdaugh, SV Shinkareva, HR Deshpande, J Wang, MR Pennick, ... PloS one 7 (11), e50064, 2012 | 80 | 2012 |
| Classification of functional brain images with a spatio-temporal dissimilarity map SV Shinkareva, HC Ombao, BP Sutton, A Mohanty, GA Miller NeuroImage 33 (1), 63-71, 2006 | 70 | 2006 |
| The dual-factor model of mental health: Further study of the determinants of group differences MD Lyons, ES Huebner, KJ Hills, SV Shinkareva Canadian Journal of School Psychology 27 (2), 183-196, 2012 | 65 | 2012 |
| The relationship of oxidized lipids to coronary artery stenosis FA Kummerow, RM Olinescu, L Fleischer, B Handler, SV Shinkareva Atherosclerosis 149 (1), 181-190, 2000 | 48 | 2000 |
| Decoding abstract and concrete concept representations based on single‐trial fMRI data J Wang, LB Baucom, SV Shinkareva Human Brain Mapping 34 (5), 1133-1147, 2013 | 44 | 2013 |
| Improved generalized Fourier amplitude sensitivity test (FAST) for model assessment S Fang, GZ Gertner, S Shinkareva, G Wang, A Anderson Statistics and Computing 13 (3), 221-226, 2003 | 41 | 2003 |
| Representations of modality‐specific affective processing for visual and auditory stimuli derived from functional magnetic resonance imaging data SV Shinkareva, J Wang, J Kim, MJ Facciani, LB Baucom, DH Wedell Human brain mapping 35 (7), 3558-3568, 2014 | 36 | 2014 |
| Exploring commonalities across participants in the neural representation of objects SV Shinkareva, VL Malave, MA Just, TM Mitchell Human brain mapping 33 (6), 1375-1383, 2012 | 36 | 2012 |
| Heart activity and autistic behavior in infants and toddlers with fragile X syndrome JE Roberts, B Tonnsen, A Robinson, SV Shinkareva American journal on intellectual and developmental disabilities 117 (2), 90-102, 2012 | 36 | 2012 |
| Spatial uncertainty in prediction of the topographical factor for the Revised Universal Soil Loss Equation (RUSLE) G Wang, S Fang, S Shinkareva, G Gertner, A Anderson Transactions of the ASAE 45 (1), 109, 2002 | 34 | 2002 |
| Representations of modality-general valence for videos and music derived from fMRI data J Kim, SV Shinkareva, DH Wedell NeuroImage 148, 42-54, 2017 | 31 | 2017 |
| Brief report: Autism symptoms in infants with fragile X syndrome JE Roberts, BL Tonnsen, LM McCary, KE Caravella, SV Shinkareva Journal of autism and developmental disorders 46 (12), 3830-3837, 2016 | 28 | 2016 |
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
