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For: Casanova R, Espeland MA, Goveas JS, Davatzikos C, Gaussoin SA, Maldjian JA, Brunner RL, Kuller LH, Johnson KC, Mysiw WJ, Wagner B, Resnick SM. Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes. Magn Reson Imaging 2011;29:546-53. [PMID: 21292420 DOI: 10.1016/j.mri.2010.12.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2010] [Revised: 10/18/2010] [Accepted: 12/02/2010] [Indexed: 11/25/2022]
Number Cited by Other Article(s)
1
Gómez Á, Cerdán S, Pérez-Laso C, Ortega E, Pásaro E, Fernández R, Gómez-Gil E, Mora M, Marcos A, Del Cerro MCR, Guillamon A. Effects of adult male rat feminization treatments on brain morphology and metabolomic profile. Horm Behav 2020;125:104839. [PMID: 32800765 DOI: 10.1016/j.yhbeh.2020.104839] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 08/04/2020] [Accepted: 08/06/2020] [Indexed: 12/11/2022]
2
Schneider MA, Spritzer PM, Suh JS, Minuzzi L, Frey BN, Schwarz K, Costa AB, da Silva DC, Garcia CCG, Fontanari AMV, Anes M, Castan JU, Cunegatto FR, Picon FA, Luders E, Lobato MIR. The Link between Estradiol and Neuroplasticity in Transgender Women after Gender-Affirming Surgery: A Bimodal Hypothesis. Neuroendocrinology 2020;110:489-500. [PMID: 31461715 DOI: 10.1159/000502977] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2019] [Accepted: 08/28/2019] [Indexed: 11/19/2022]
3
Cai N, Zhang X, Zheng C, Zhu L, Zhu M, Cheng Z, Luo X. A novel random forest integrative approach based on endogenous CYP3A4 phenotype for predicting tacrolimus concentrations and dosages in Chinese renal transplant patients. J Clin Pharm Ther 2019;45:318-323. [PMID: 31721244 DOI: 10.1111/jcpt.13074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2019] [Revised: 09/16/2019] [Accepted: 10/22/2019] [Indexed: 11/28/2022]
4
Kreukels BPC, Guillamon A. Neuroimaging studies in people with gender incongruence. Int Rev Psychiatry 2016;28:120-8. [PMID: 26766406 DOI: 10.3109/09540261.2015.1113163] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
5
Prediction of Incident Diabetes in the Jackson Heart Study Using High-Dimensional Machine Learning. PLoS One 2016;11:e0163942. [PMID: 27727289 PMCID: PMC5058485 DOI: 10.1371/journal.pone.0163942] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2016] [Accepted: 09/16/2016] [Indexed: 11/19/2022]  Open
6
Guillamon A, Junque C, Gómez-Gil E. A Review of the Status of Brain Structure Research in Transsexualism. ARCHIVES OF SEXUAL BEHAVIOR 2016;45:1615-48. [PMID: 27255307 PMCID: PMC4987404 DOI: 10.1007/s10508-016-0768-5] [Citation(s) in RCA: 71] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 09/22/2015] [Accepted: 04/29/2016] [Indexed: 05/22/2023]
7
Bockting W, Coleman E, Deutsch MB, Guillamon A, Meyer I, Meyer W, Reisner S, Sevelius J, Ettner R. Adult development and quality of life of transgender and gender nonconforming people. Curr Opin Endocrinol Diabetes Obes 2016;23:188-97. [PMID: 26835800 PMCID: PMC4809047 DOI: 10.1097/med.0000000000000232] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
8
Zhang T, Casanova R, Resnick SM, Manson JE, Baker LD, Padual CB, Kuller LH, Bryan RN, Espeland MA, Davatzikos C. Effects of Hormone Therapy on Brain Volumes Changes of Postmenopausal Women Revealed by Optimally-Discriminative Voxel-Based Morphometry. PLoS One 2016;11:e0150834. [PMID: 26974440 PMCID: PMC4790922 DOI: 10.1371/journal.pone.0150834] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2015] [Accepted: 02/20/2016] [Indexed: 01/25/2023]  Open
9
Espeland MA, Brinton RD, Manson JE, Yaffe K, Hugenschmidt C, Vaughan L, Craft S, Edwards BJ, Casanova R, Masaki K, Resnick SM. Postmenopausal hormone therapy, type 2 diabetes mellitus, and brain volumes. Neurology 2015;85:1131-8. [PMID: 26163429 DOI: 10.1212/wnl.0000000000001816] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2015] [Accepted: 06/03/2015] [Indexed: 11/15/2022]  Open
10
Bansal R, Hao X, Peterson BS. Morphological covariance in anatomical MRI scans can identify discrete neural pathways in the brain and their disturbances in persons with neuropsychiatric disorders. Neuroimage 2015;111:215-27. [PMID: 25700952 DOI: 10.1016/j.neuroimage.2015.02.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 02/10/2015] [Indexed: 01/06/2023]  Open
11
Boardman HMP, Hartley L, Eisinga A, Main C, Roqué i Figuls M, Bonfill Cosp X, Gabriel Sanchez R, Knight B. Hormone therapy for preventing cardiovascular disease in post-menopausal women. Cochrane Database Syst Rev 2015:CD002229. [PMID: 25754617 PMCID: PMC10183715 DOI: 10.1002/14651858.cd002229.pub4] [Citation(s) in RCA: 158] [Impact Index Per Article: 17.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
12
Casanova R, Saldana S, Chew EY, Danis RP, Greven CM, Ambrosius WT. Application of random forests methods to diabetic retinopathy classification analyses. PLoS One 2014;9:e98587. [PMID: 24940623 PMCID: PMC4062420 DOI: 10.1371/journal.pone.0098587] [Citation(s) in RCA: 62] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2013] [Accepted: 05/05/2014] [Indexed: 02/06/2023]  Open
13
Zubiaurre-Elorza L, Junque C, Gómez-Gil E, Guillamon A. Effects of Cross-Sex Hormone Treatment on Cortical Thickness in Transsexual Individuals. J Sex Med 2014;11:1248-61. [DOI: 10.1111/jsm.12491] [Citation(s) in RCA: 74] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
14
Coker LH, Espeland MA, Hogan PE, Resnick SM, Bryan RN, Robinson JG, Goveas JS, Davatzikos C, Kuller LH, Williamson JD, Bushnell CD, Shumaker SA. Change in brain and lesion volumes after CEE therapies: the WHIMS-MRI studies. Neurology 2014;82:427-34. [PMID: 24384646 DOI: 10.1212/wnl.0000000000000079] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]  Open
15
Casanova R, Whitlow CT, Wagner B, Espeland MA, Maldjian JA. Combining graph and machine learning methods to analyze differences in functional connectivity across sex. Open Neuroimag J 2012;6:1-9. [PMID: 22312418 PMCID: PMC3271304 DOI: 10.2174/1874440001206010001] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2011] [Revised: 09/29/2011] [Accepted: 11/07/2011] [Indexed: 01/21/2023]  Open
16
Casanova R, Whitlow CT, Wagner B, Williamson J, Shumaker SA, Maldjian JA, Espeland MA. High dimensional classification of structural MRI Alzheimer's disease data based on large scale regularization. Front Neuroinform 2011;5:22. [PMID: 22016732 PMCID: PMC3193072 DOI: 10.3389/fninf.2011.00022] [Citation(s) in RCA: 62] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Accepted: 09/23/2011] [Indexed: 01/17/2023]  Open
17
Casanova R, Maldjian JA, Espeland MA. Evaluating the Impact of Different Factors on Voxel-Based Classification Methods of ADNI Structural MRI Brain Images. ACTA ACUST UNITED AC 2011. [DOI: 10.4303/ijbdm/b110102] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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