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Using deep Siamese neural networks for detection of brain asymmetries associated with Alzheimer's Disease and Mild Cognitive Impairment.
Liu, Chin-Fu; Padhy, Shreyas; Ramachandran, Sandhya; Wang, Victor X; Efimov, Andrew; Bernal, Alonso; Shi, Linyuan; Vaillant, Marc; Ratnanather, J Tilak; Faria, Andreia V; Caffo, Brian; Albert, Marilyn; Miller, Michael I.
Affiliation
  • Liu CF; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA. Electronic address: cliu104@jhu.edu.
  • Padhy S; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA. Electronic address: shreyas@jhu.edu.
  • Ramachandran S; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
  • Wang VX; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
  • Efimov A; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA; Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD, USA.
  • Bernal A; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
  • Shi L; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Neuroscience, Johns Hopkins University, Baltimore, MD, USA.
  • Vaillant M; Animetrics Inc., Conway, NH, USA.
  • Ratnanather JT; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA.
  • Faria AV; Department of Radiology, School of Medicine, Johns Hopkins University, Baltimore, MD.
  • Caffo B; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA; Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA; Kavli Neuroscience Discovery Institute, Johns Hopkins University, Baltimore, MD, USA.
  • Albert M; Department of Neurology, Johns Hopkins University, Baltimore, MD, USA.
  • Miller MI; Center for Imaging Science, Institute for Computational Medicine, Johns Hopkins University, Baltimore, MD, USA; Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA; Kavli Neuroscience Discovery Institute, Johns Hopkins University, Baltimore, MD, USA. Electronic address
Magn Reson Imaging ; 64: 190-199, 2019 12.
Article in En | MEDLINE | ID: mdl-31319126
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Magnetic Resonance Imaging / Neural Networks, Computer / Alzheimer Disease / Cognitive Dysfunction Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Aged80 / Female / Humans / Male Language: En Journal: Magn Reson Imaging Year: 2019 Document type: Article Country of publication: Netherlands
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Brain / Magnetic Resonance Imaging / Neural Networks, Computer / Alzheimer Disease / Cognitive Dysfunction Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Aged / Aged80 / Female / Humans / Male Language: En Journal: Magn Reson Imaging Year: 2019 Document type: Article Country of publication: Netherlands