| 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 | 2774 | 2018 |
| A deep learning model integrating FCNNs and CRFs for brain tumor segmentation X Zhao, Y Wu, G Song, Z Li, Y Zhang, Y Fan Medical Image Analysis 43, 98-111, 2018 | 939 | 2018 |
| Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI C Misra, Y Fan, C Davatzikos Neuroimage 44 (4), 1415-1422, 2009 | 692 | 2009 |
| Gender difference in neural response to psychological stress J Wang, M Korczykowski, H Rao, Y Fan, J Pluta, RC Gur, BS McEwen, ... Social cognitive and affective neuroscience 2 (3), 227-239, 2007 | 676 | 2007 |
| Classifying spatial patterns of brain activity with machine learning methods: application to lie detection C Davatzikos, K Ruparel, Y Fan, DG Shen, M Acharyya, JW Loughead, ... Neuroimage 28 (3), 663-668, 2005 | 615 | 2005 |
| Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline Y Fan, N Batmanghelich, CM Clark, C Davatzikos, ... Neuroimage 39 (4), 1731-1743, 2008 | 601 | 2008 |
| Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan R Pomponio, G Erus, M Habes, J Doshi, D Srinivasan, E Mamourian, ... NeuroImage 208, 116450, 2020 | 566 | 2020 |
| Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging C Davatzikos, Y Fan, X Wu, D Shen, SM Resnick Neurobiology of aging 29 (4), 514-523, 2008 | 517 | 2008 |
| A modified Gabor filter design method for fingerprint image enhancement J Yang, L Liu, T Jiang, Y Fan Pattern Recognition Letters 24 (12), 1805-1817, 2003 | 472 | 2003 |
| COMPARE: classification of morphological patterns using adaptive regional elements Y Fan, D Shen, RC Gur, RE Gur, C Davatzikos IEEE transactions on medical imaging 26 (1), 93-105, 2007 | 448 | 2007 |
| Group information guided ICA for fMRI data analysis Y Du, Y Fan Neuroimage 69, 157-197, 2013 | 423 | 2013 |
| MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide VM Bashyam, G Erus, J Doshi, M Habes, I Nasralah, M Truelove-Hill, ... Brain, 2020 | 399 | 2020 |
| Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index C Davatzikos, F Xu, Y An, Y Fan, SM Resnick Brain 132 (8), 2026-2035, 2009 | 388 | 2009 |
| Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study Y Fan, SM Resnick, X Wu, C Davatzikos Neuroimage 41 (2), 277-285, 2008 | 384 | 2008 |
| Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities C Davatzikos, D Shen, RC Gur, X Wu, D Liu, Y Fan, P Hughett, BI Turetsky, ... Archives of general psychiatry 62 (11), 1218-1227, 2005 | 345 | 2005 |
| Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning GB Chand, DB Dwyer, G Erus, A Sotiras, E Varol, D Srinivasan, J Doshi, ... Brain 143 (3), 1027-1038, 2020 | 300 | 2020 |
| A deep learning model for early prediction of Alzheimer's disease dementia based on hippocampal magnetic resonance imaging data H Li, M Habes, DA Wolk, Y Fan, ADN Initiative Alzheimer's & Dementia, 2019 | 277 | 2019 |
| Individual variation in functional topography of association networks in youth Z Cui, H Li, CH Xia, B Larsen, A Adebimpe, GL Baum, M Cieslak, RE Gur, ... Neuron 106 (2), 340-353. e8, 2020 | 275 | 2020 |
| Brain anatomical networks in early human brain development Y Fan, F Shi, JK Smith, W Lin, JH Gilmore, D Shen Neuroimage 54 (3), 1862-1871, 2011 | 259 | 2011 |
| Prevalence estimates of amyloid abnormality across the Alzheimer disease clinical spectrum WJ Jansen, O Janssen, BM Tijms, SJB Vos, R Ossenkoppele, PJ Visser, ... JAMA neurology 79 (3), 228-243, 2022 | 258 | 2022 |
Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Prof. Radiology/ESE/DBEI/CISVerified email at pennmedicine.upenn.edu
