Machine learning with multiple modalities of brain magnetic resonance imaging data to identify the presence of bipolar disorder

Autor: Deng, Lubin R., Harmata, Gail I.S., Barsotti, Ercole John, Williams, Aislinn J., Christensen, Gary E., Voss, Michelle W., Saleem, Arshaq, Rivera-Dompenciel, Adriana M., Richards, Jenny Gringer, Sathyaputri, Leela, Mani, Merry, Abdolmotalleby, Hesam, Fiedorowicz, Jess G., Xu, Jia, Shaffer, Joseph J., Wemmie, John A., Magnotta, Vincent A.

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Publikováno v: Chess Life; Jul2020, Vol. 75 Issue 7, p16-24, 9p, 9 Color Photographs

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Functional Connectivity of the Cerebellar Vermis in Bipolar Disorder and Associations with Mood.

Autor: Saleem A; Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242., Harmata G; Department of Radiology, University of Iowa, Iowa City, IA, 52242., Jain S; Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242., Voss MW; Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242., Fiedorowicz JG; The Ottawa Hospital, Ottawa Hospital Research Institute, University of Ottawa Brain & Mind Research Institute, Ottawa ON Canada K1H 8L6., Williams A; Department of Psychiatry, University of Iowa, Iowa City, IA, 52242., Shaffer JJ; Department of Radiology, University of Iowa, Iowa City, IA, 52242., Richards JG; Department of Radiology, University of Iowa, Iowa City, IA, 52242., Barsotti EJ; Department of Radiology, University of Iowa, Iowa City, IA, 52242., Sathyaputri L; Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242., Schmitz SL; Department of Psychological and Brain Sciences, University of Iowa, Iowa City, IA, 52242., Christensen GE; Department of Electrical and Computer Engineering, University of Iowa, Iowa City, IA, 52242.; Department of Radiation Oncology, University of Iowa, Iowa City, IA, 52242., Long JD; Department of Psychiatry, University of Iowa, Iowa City, IA, 52242.; Department of Biostatistics, University of Iowa, Iowa City, IA, 52242., Xu J; Department of Radiology, University of Iowa, Iowa City, IA, 52242., Wemmie JA; Department of Psychiatry, University of Iowa, Iowa City, IA, 52242.; Veterans Affairs Medical Center, Iowa City, Iowa, USA.; Department of Molecular Physiology and Biophysics, University of Iowa, Iowa City, Iowa, USA.; Department of Neurosurgery, University of Iowa, Iowa City, IA, 52242., Magnotta VA; Department of Radiology, University of Iowa, Iowa City, IA, 52242.; Department of Psychiatry, University of Iowa, Iowa City, IA, 52242.; Department of Biomedical Engineering, University of Iowa, Iowa City, IA, 52242.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2023 Feb 06. Date of Electronic Publication: 2023 Feb 06.