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Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease.
Allen GI, Amoroso N, Anghel C, Balagurusamy V, Bare CJ, Beaton D, Bellotti R, Bennett DA, Boehme KL, Boutros PC, Caberlotto L, Caloian C, Campbell F, Chaibub Neto E, Chang YC, Chen B, Chen CY, Chien TY, Clark T, Das S, Davatzikos C, Deng J, Dillenberger D, Dobson RJ, Dong Q, Doshi J, Duma D, Errico R, Erus G, Everett E, Fardo DW, Friend SH, Fröhlich H, Gan J, St George-Hyslop P, Ghosh SS, Glaab E, Green RC, Guan Y, Hong MY, Huang C, Hwang J, Ibrahim J, Inglese P, Iyappan A, Jiang Q, Katsumata Y, Kauwe JS, Klein A, Kong D, Krause R, Lalonde E, Lauria M, Lee E, Lin X, Liu Z, Livingstone J, Logsdon BA, Lovestone S, Ma TW, Malhotra A, Mangravite LM, Maxwell TJ, Merrill E, Nagorski J, Namasivayam A, Narayan M, Naz M, Newhouse SJ, Norman TC, Nurtdinov RN, Oyang YJ, Pawitan Y, Peng S, Peters MA, Piccolo SR, Praveen P, Priami C, Sabelnykova VY, Senger P, Shen X, Simmons A, Sotiras A, Stolovitzky G, Tangaro S, Tateo A, Tung YA, Tustison NJ, Varol E, Vradenburg G, Weiner MW, Xiao G, Xie L, Xie Y, Xu J, Yang H, Zhan X, Zhou Y, Zhu F, Zhu H, Zhu S; Alzheimer's Disease Neuroimaging Initiative. Allen GI, et al. Among authors: tateo a. Alzheimers Dement. 2016 Jun;12(6):645-53. doi: 10.1016/j.jalz.2016.02.006. Epub 2016 Apr 11. Alzheimers Dement. 2016. PMID: 27079753 Free PMC article.
Shannon entropy approach reveals relevant genes in Alzheimer's disease.
Monaco A, Amoroso N, Bellantuono L, Lella E, Lombardi A, Monda A, Tateo A, Bellotti R, Tangaro S. Monaco A, et al. Among authors: tateo a. PLoS One. 2019 Dec 31;14(12):e0226190. doi: 10.1371/journal.pone.0226190. eCollection 2019. PLoS One. 2019. PMID: 31891941 Free PMC article.
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation.
Tangaro S, Amoroso N, Brescia M, Cavuoti S, Chincarini A, Errico R, Inglese P, Longo G, Maglietta R, Tateo A, Riccio G, Bellotti R. Tangaro S, et al. Among authors: tateo a. Comput Math Methods Med. 2015;2015:814104. doi: 10.1155/2015/814104. Epub 2015 May 18. Comput Math Methods Med. 2015. PMID: 26089977 Free PMC article.
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm.
Maglietta R, Amoroso N, Boccardi M, Bruno S, Chincarini A, Frisoni GB, Inglese P, Redolfi A, Tangaro S, Tateo A, Bellotti R; Alzheimers Disease Neuroimaging Initiative. Maglietta R, et al. Among authors: tateo a. Pattern Anal Appl. 2016;19:579-591. doi: 10.1007/s10044-015-0492-0. Epub 2015 Jul 9. Pattern Anal Appl. 2016. PMID: 27110218 Free PMC article.