Fan Y - Search Results

1

Disentangling Alzheimer's disease neurodegeneration from typical brain ageing using machine learning.

Hwang G, Abdulkadir A, Erus G, Habes M, Pomponio R, Shou H, Doshi J, Mamourian E, Rashid T, Bilgel M, Fan Y, Sotiras A, Srinivasan D, Morris JC, Albert MS, Bryan NR, Resnick SM, Nasrallah IM, Davatzikos C, Wolk DA; from the iSTAGING consortium; ADNI. Hwang G, et al. Among authors: fan y. Brain Commun. 2022 May 7;4(3):fcac117. doi: 10.1093/braincomms/fcac117. eCollection 2022. Brain Commun. 2022. PMID: 35611306 Free PMC article.

2

Classifying spatial patterns of brain activity with machine learning methods: application to lie detection.

Davatzikos C, Ruparel K, Fan Y, Shen DG, Acharyya M, Loughead JW, Gur RC, Langleben DD. Davatzikos C, et al. Among authors: fan y. Neuroimage. 2005 Nov 15;28(3):663-8. doi: 10.1016/j.neuroimage.2005.08.009. Epub 2005 Oct 5. Neuroimage. 2005. PMID: 16169252 Clinical Trial.

3

Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities.

Davatzikos C, Shen D, Gur RC, Wu X, Liu D, Fan Y, Hughett P, Turetsky BI, Gur RE. Davatzikos C, et al. Among authors: fan y. Arch Gen Psychiatry. 2005 Nov;62(11):1218-27. doi: 10.1001/archpsyc.62.11.1218. Arch Gen Psychiatry. 2005. PMID: 16275809

4

Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM.

Fan Y, Shen D, Davatzikos C. Fan Y, et al. Med Image Comput Comput Assist Interv. 2005;8(Pt 1):1-8. doi: 10.1007/11566465_1. Med Image Comput Comput Assist Interv. 2005. PMID: 16685822 Clinical Trial.

5

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging.

Davatzikos C, Fan Y, Wu X, Shen D, Resnick SM. Davatzikos C, et al. Among authors: fan y. Neurobiol Aging. 2008 Apr;29(4):514-23. doi: 10.1016/j.neurobiolaging.2006.11.010. Epub 2006 Dec 14. Neurobiol Aging. 2008. PMID: 17174012 Free PMC article.

6

COMPARE: classification of morphological patterns using adaptive regional elements.

Fan Y, Shen D, Gur RC, Gur RE, Davatzikos C. Fan Y, et al. IEEE Trans Med Imaging. 2007 Jan;26(1):93-105. doi: 10.1109/TMI.2006.886812. IEEE Trans Med Imaging. 2007. PMID: 17243588

7

Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study.

Fan Y, Gur RE, Gur RC, Wu X, Shen D, Calkins ME, Davatzikos C. Fan Y, et al. Biol Psychiatry. 2008 Jan 1;63(1):118-24. doi: 10.1016/j.biopsych.2007.03.015. Epub 2007 Jun 6. Biol Psychiatry. 2008. PMID: 17555720 Free PMC article.

8

Diagnosis of brain abnormality using both structural and functional MR images.

Fan Y, Rao H, Giannetta J, Hurt H, Wang J, Davatzikos C, Shen D. Fan Y, et al. Conf Proc IEEE Eng Med Biol Soc. 2006;2006:1044-7. doi: 10.1109/IEMBS.2006.259260. Conf Proc IEEE Eng Med Biol Soc. 2006. PMID: 17946017

9

Diagnosis of brain abnormality using both structural and functional MR images.

Fan Y, Rao H, Giannetta J, Hurt H, Wang J, Davatzikos C, Shen D. Fan Y, et al. Conf Proc IEEE Eng Med Biol Soc. 2006;Suppl:6585-8. doi: 10.1109/IEMBS.2006.260894. Conf Proc IEEE Eng Med Biol Soc. 2006. PMID: 17959459

10

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline.

Fan Y, Batmanghelich N, Clark CM, Davatzikos C; Alzheimer's Disease Neuroimaging Initiative. Fan Y, et al. Neuroimage. 2008 Feb 15;39(4):1731-43. doi: 10.1016/j.neuroimage.2007.10.031. Epub 2007 Nov 1. Neuroimage. 2008. PMID: 18053747 Free PMC article.

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