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Prediction of activation patterns preceding hallucinations in patients with schizophrenia using machine learning with structured sparsity.
de Pierrefeu, Amicie; Fovet, Thomas; Hadj-Selem, Fouad; Löfstedt, Tommy; Ciuciu, Philippe; Lefebvre, Stephanie; Thomas, Pierre; Lopes, Renaud; Jardri, Renaud; Duchesnay, Edouard.
Affiliation
  • de Pierrefeu A; NeuroSpin, CEA, Paris-Saclay, Gif-sur-Yvette, France.
  • Fovet T; Univ. Lille, CNRS UMR 9193, Laboratoire de Sciences Cognitives et Sciences Affectives (SCALab), PsyCHIC team, Lille, F-59000, France.
  • Hadj-Selem F; CHU Lille, Pôle de Psychiatrie, Unité CURE, Lille, F-59000, France.
  • Löfstedt T; Energy Transition Institute: VeDeCoM, France.
  • Ciuciu P; Department of Radiation Sciences, Umeå University, Umeå, Sweden.
  • Lefebvre S; NeuroSpin, CEA, Paris-Saclay, Gif-sur-Yvette, France.
  • Thomas P; INRIA, CEA, Parietal team, Univ. Paris-Saclay, France.
  • Lopes R; Univ. Lille, CNRS UMR 9193, Laboratoire de Sciences Cognitives et Sciences Affectives (SCALab), PsyCHIC team, Lille, F-59000, France.
  • Jardri R; CHU Lille, Pôle de Psychiatrie, Unité CURE, Lille, F-59000, France.
  • Duchesnay E; Univ. Lille, CNRS UMR 9193, Laboratoire de Sciences Cognitives et Sciences Affectives (SCALab), PsyCHIC team, Lille, F-59000, France.
Hum Brain Mapp ; 39(4): 1777-1788, 2018 04.
Article in En | MEDLINE | ID: mdl-29341341
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Full text: 1 Database: MEDLINE Main subject: Schizophrenia / Brain / Brain Mapping / Magnetic Resonance Imaging / Machine Learning / Hallucinations Type of study: Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male Language: En Year: 2018 Type: Article
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Full text: 1 Database: MEDLINE Main subject: Schizophrenia / Brain / Brain Mapping / Magnetic Resonance Imaging / Machine Learning / Hallucinations Type of study: Prognostic_studies / Risk_factors_studies Limits: Adult / Female / Humans / Male Language: En Year: 2018 Type: Article