Binary classification of ¹⁸F-flutemetamol PET using machine learning: Comparison with visual reads and structural MRI

Author

VANDENBERGHE, Rik^{1 2} ; NELISSEN, Natalie¹ ; DUPONT, Patrick¹ ; SALMON, Eric³ ; IVANOIU, Adrian⁴ ; HASSELBALCH, Steen⁵ ; ANDERSEN, Allan⁶ ; KORNER, Alex⁷ ; MINTHON, Lennart⁸ ; BROOKS, David J^{10 9} ; VAN LAERE, Koen¹¹
[1] Laboratory for Cognitive Neurology, Experimental Neurology Section, Katholieke Universiteit Leuven, Belgium
[2] Neurology Department, University Hospitals Leuven, Belgium
[3] Cyclotron Research Center, University of Liege, Belgium
[4] Neurology Department, Catholic University of Louvain, Brussels, Belgium
[5] Memory Disorders Research Group, Department of Neurology, Rigshospitalet Copenhagen, Denmark
[6] Glostrup University Hospital, Glostrup, Denmark
[7] Hillerod Hospital, Hillerod, Denmark
[8] Neuropsychiatric Clinic, University Hospital MAS, Lund University, Lund, Sweden
[9] GE Healthcare, London, United Kingdom
[10] Imperial College, London, United Kingdom
[11] Nuclear Medicine Department, University Hospitals Leuven, Belgium

Source

NeuroImage (Orlando, Fla.). 2013, Vol 64, pp 517-525, 9 p ; ref : 1 p

ISSN

1053-8119

Scientific domain

Cognition; Neurology; Psychophysiology

Publisher

Elsevier, Amsterdam

Publication country

Netherlands

Document type

Article

Language

English

Author keyword

Alzheimer's disease Amyloid imaging MRI volumetry Mild cognitive impairment

Keyword (fr)

Amnésie Amyloïde Apprentissage Aptitude Classification Démence d'Alzheimer Etude comparative Formation image Homme Imagerie RMN Perception Processus acquisition Tomoscintigraphie Traceur Vision Encéphale Langage Maladie dégénérative Noyau gris central Pathologie de l'encéphale Pathologie du système nerveux central Pathologie du système nerveux Système nerveux central Trouble cognitif Trouble de la mémoire Trouble neurologique

Keyword (en)

Amnesia Amyloid Learning Ability Classification Alzheimer disease Comparative study Imaging Human Nuclear magnetic resonance imaging Perception Acquisition process Emission tomography Tracers Vision Encephalon Language Degenerative disease Basal ganglion Cerebral disorder Central nervous system disease Nervous system diseases Central nervous system Cognitive disorder Memory disorder Neurological disorder

Keyword (es)

Amnesia Amiloide Aprendizaje Aptitud Clasificación Demencia Alzheimer Estudio comparativo Formación imagen Hombre Imaginería RMN Percepción Proceso adquisición Tomocentelleografía Trazador Visión Encéfalo Lenguaje Enfermedad degenerativa Núcleo basal Encéfalo patología Sistema nervosio central patología Sistema nervioso patología Sistema nervioso central Trastorno cognitivo Trastorno memoria Trastorno neurológico

Classification

Pascal

002 Biological and medical sciences / 002A Fundamental and applied biological sciences. Psychology / 002A25 Vertebrates: nervous system and sense organs / 002A25I Eye and associated structures. Visual pathways and centers. Vision

Pascal

002 Biological and medical sciences / 002B Medical sciences / 002B18 Psychopathology. Psychiatry / 002B18C Adult and adolescent clinical studies / 002B18C13 Organic mental disorders. Neuropsychology

Francis

770 Psychology. Psychoanalysis. Psychiatry / 770-D Psychopathology. Psychiatry / 770-D03 Adult and adolescent clinical studies / 770-D03M Organic mental disorders. Neuropsychology

Discipline

Psychopathology. Psychiatry. Clinical psychology Vertebrates : nervous system and sense organs

Origin

Inist-CNRS

Database

FRANCIS ; PASCAL

INIST identifier

27110728

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS