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Page 1
Machine learning models for diagnosis and risk prediction in eating disorders, depression, and alcohol use disorder.
Zhang Z, Robinson L, Whelan R, Jollans L, Wang Z, Nees F, Chu C, Bobou M, Du D, Cristea I, Banaschewski T, Barker GJ, Bokde ALW, Grigis A, Garavan H, Heinz A, Brühl R, Martinot JL, Martinot MP, Artiges E, Orfanos DP, Poustka L, Hohmann S, Millenet S, Fröhner JH, Smolka MN, Vaidya N, Walter H, Winterer J, Broulidakis MJ, van Noort BM, Stringaris A, Penttilä J, Grimmer Y, Insensee C, Becker A, Zhang Y, King S, Sinclair J, Schumann G, Schmidt U, Desrivières S. Zhang Z, et al. Among authors: jollans l. J Affect Disord. 2024 Dec 17:S0165-0327(24)02041-X. doi: 10.1016/j.jad.2024.12.053. Online ahead of print. J Affect Disord. 2024. PMID: 39701465 Free PMC article.
Machine learning models for diagnosis and risk prediction in eating disorders, depression, and alcohol use disorder.
Desrivières S, Zhang Z, Robinson L, Whelan R, Jollans L, Wang Z, Nees F, Chu C, Bobou M, Du D, Cristea I, Banaschewski T, Barker G, Bokde A, Grigis A, Garavan H, Heinz A, Bruhl R, Martinot JL, Martinot MP, Artiges E, Orfanos DP, Poustka L, Hohmann S, Millenet S, Fröhner J, Smolka M, Vaidya N, Walter H, Winterer J, Broulidakis M, van Noort B, Stringaris A, Penttilä J, Grimmer Y, Insensee C, Becker A, Zhang Y, King S, Sinclair J, Schumann G, Schmidt U. Desrivières S, et al. Among authors: jollans l. Res Sq [Preprint]. 2024 Feb 1:rs.3.rs-3777784. doi: 10.21203/rs.3.rs-3777784/v1. Res Sq. 2024. Update in: J Affect Disord. 2024 Dec 17:S0165-0327(24)02041-X. doi: 10.1016/j.jad.2024.12.053 PMID: 38352452 Free PMC article. Updated. Preprint.
Neuroanatomical markers of psychotic experiences in adolescents: A machine-learning approach in a longitudinal population-based sample.
Kenney JPM, Milena Rueda-Delgado L, Hanlon EO, Jollans L, Kelleher I, Healy C, Dooley N, McCandless C, Frodl T, Leemans A, Lebel C, Whelan R, Cannon M. Kenney JPM, et al. Among authors: jollans l. Neuroimage Clin. 2022;34:102983. doi: 10.1016/j.nicl.2022.102983. Epub 2022 Mar 4. Neuroimage Clin. 2022. PMID: 35287090 Free PMC article.
Stress-primed secretory autophagy promotes extracellular BDNF maturation by enhancing MMP9 secretion.
Martinelli S, Anderzhanova EA, Bajaj T, Wiechmann S, Dethloff F, Weckmann K, Heinz DE, Ebert T, Hartmann J, Geiger TM, Döngi M, Hafner K, Pöhlmann ML, Jollans L, Philipsen A, Schmidt SV, Schmidt U, Maccarrone G, Stein V, Hausch F, Turck CW, Schmidt MV, Gellner AK, Kuster B, Gassen NC. Martinelli S, et al. Among authors: jollans l. Nat Commun. 2021 Jul 30;12(1):4643. doi: 10.1038/s41467-021-24810-5. Nat Commun. 2021. PMID: 34330919 Free PMC article.
Embracing diversity and inclusivity in an academic setting: Insights from the Organization for Human Brain Mapping.
Tzovara A, Amarreh I, Borghesani V, Chakravarty MM, DuPre E, Grefkes C, Haugg A, Jollans L, Lee HW, Newman SD, Olsen RK, Ratnanather JT, Rippon G, Uddin LQ, Vega MLB, Veldsman M, White T, Badhwar A. Tzovara A, et al. Among authors: jollans l. Neuroimage. 2021 Apr 1;229:117742. doi: 10.1016/j.neuroimage.2021.117742. Epub 2021 Jan 14. Neuroimage. 2021. PMID: 33454405 Free article. Review.
The biological classification of mental disorders (BeCOME) study: a protocol for an observational deep-phenotyping study for the identification of biological subtypes.
Brückl TM, Spoormaker VI, Sämann PG, Brem AK, Henco L, Czamara D, Elbau I, Grandi NC, Jollans L, Kühnel A, Leuchs L, Pöhlchen D, Schneider M, Tontsch A, Keck ME, Schilbach L, Czisch M, Lucae S, Erhardt A, Binder EB. Brückl TM, et al. Among authors: jollans l. BMC Psychiatry. 2020 May 11;20(1):213. doi: 10.1186/s12888-020-02541-z. BMC Psychiatry. 2020. PMID: 32393358 Free PMC article.
Quantifying performance of machine learning methods for neuroimaging data.
Jollans L, Boyle R, Artiges E, Banaschewski T, Desrivières S, Grigis A, Martinot JL, Paus T, Smolka MN, Walter H, Schumann G, Garavan H, Whelan R. Jollans L, et al. Neuroimage. 2019 Oct 1;199:351-365. doi: 10.1016/j.neuroimage.2019.05.082. Epub 2019 Jun 5. Neuroimage. 2019. PMID: 31173905 Free PMC article.
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