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Predicting attitudinal and behavioral responses to COVID-19 pandemic using machine learning.
Pavlović T, Azevedo F, De K, Riaño-Moreno JC, Maglić M, Gkinopoulos T, Donnelly-Kehoe PA, Payán-Gómez C, Huang G, Kantorowicz J, Birtel MD, Schönegger P, Capraro V, Santamaría-García H, Yucel M, Ibanez A, Rathje S, Wetter E, Stanojević D, van Prooijen JW, Hesse E, Elbaek CT, Franc R, Pavlović Z, Mitkidis P, Cichocka A, Gelfand M, Alfano M, Ross RM, Sjåstad H, Nezlek JB, Cislak A, Lockwood P, Abts K, Agadullina E, Amodio DM, Apps MAJ, Aruta JJB, Besharati S, Bor A, Choma B, Cunningham W, Ejaz W, Farmer H, Findor A, Gjoneska B, Gualda E, Huynh TLD, Imran MA, Israelashvili J, Kantorowicz-Reznichenko E, Krouwel A, Kutiyski Y, Laakasuo M, Lamm C, Levy J, Leygue C, Lin MJ, Mansoor MS, Marie A, Mayiwar L, Mazepus H, McHugh C, Olsson A, Otterbring T, Packer D, Palomäki J, Perry A, Petersen MB, Puthillam A, Rothmund T, Schmid PC, Stadelmann D, Stoica A, Stoyanov D, Stoyanova K, Tewari S, Todosijević B, Torgler B, Tsakiris M, Tung HH, Umbreș RG, Vanags E, Vlasceanu M, Vonasch AJ, Zhang Y, Abad M, Adler E, Mdarhri HA, Antazo B, Ay FC, Ba MEH, Barbosa S, Bastian B, Berg A, Białek M, Bilancini E, Bogatyreva N, Boncinelli L, Booth JE, Borau S, Buchel O, de Carvalho CF, Celadin T, Cerami … See abstract for full author list ➔ Pavlović T, et al. Among authors: donnelly kehoe pa. PNAS Nexus. 2022 Jul 5;1(3):pgac093. doi: 10.1093/pnasnexus/pgac093. eCollection 2022 Jul. PNAS Nexus. 2022. PMID: 35990802 Free PMC article.
Uncovering social-contextual and individual mental health factors associated with violence via computational inference.
Santamaría-García H, Baez S, Aponte-Canencio DM, Pasciarello GO, Donnelly-Kehoe PA, Maggiotti G, Matallana D, Hesse E, Neely A, Zapata JG, Chiong W, Levy J, Decety J, Ibáñez A. Santamaría-García H, et al. Among authors: donnelly kehoe pa. Patterns (N Y). 2021 Feb 12;2(2):100176. doi: 10.1016/j.patter.2020.100176. eCollection 2021 Feb 12. Patterns (N Y). 2021. PMID: 33659906 Free PMC article.
Robust automated computational approach for classifying frontotemporal neurodegeneration: Multimodal/multicenter neuroimaging.
Donnelly-Kehoe PA, Pascariello GO, García AM, Hodges JR, Miller B, Rosen H, Manes F, Landin-Romero R, Matallana D, Serrano C, Herrera E, Reyes P, Santamaria-Garcia H, Kumfor F, Piguet O, Ibanez A, Sedeño L. Donnelly-Kehoe PA, et al. Alzheimers Dement (Amst). 2019 Aug 28;11:588-598. doi: 10.1016/j.dadm.2019.06.002. eCollection 2019 Dec. Alzheimers Dement (Amst). 2019. PMID: 31497638 Free PMC article.
Diagnostic Performance of MRI Volumetry in Epilepsy Patients With Hippocampal Sclerosis Supported Through a Random Forest Automatic Classification Algorithm.
Princich JP, Donnelly-Kehoe PA, Deleglise A, Vallejo-Azar MN, Pascariello GO, Seoane P, Veron Do Santos JG, Collavini S, Nasimbera AH, Kochen S. Princich JP, et al. Among authors: donnelly kehoe pa. Front Neurol. 2021 Feb 22;12:613967. doi: 10.3389/fneur.2021.613967. eCollection 2021. Front Neurol. 2021. PMID: 33692740 Free PMC article.