Selecting the most relevant brain regions to discriminate Alzheimer's disease patients from healthy controls using multiple kernel learning: A comparison across functional and structural imaging modalities and atlases.

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作者： Jane Maryam,Rondina ^[1] ; Luiz Kobuti,Ferreira ^[2] ; Fabio Luis,de Souza Duran ^[3] ; Rodrigo,Kubo ^[4] ; Carla Rachel,Ono ^[4] ; Claudia Costa,Leite ^[5] ; Jerusa,Smid ^[6] ; Ricardo,Nitrini ^[6] ; Carlos Alberto,Buchpiguel ^[4] ; Geraldo F,Busatto ^[7]

作者单位： Laboratory of Psychiatric Neuroimaging (LIM 21), Department of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil; Sobell Department of Motor Neuroscience and Movement Disorders, Institute of Neurology, University College London, London, UK. Electronic address: j.rondina@ucl.ac.uk. ^[1] Laboratory of Psychiatric Neuroimaging (LIM 21), Department of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil; Núcleo de Apoio à Pesquisa em Neurociência Aplicada (NAPNA), University of São Paulo, São Paulo, Brazil. ^[2] Laboratory of Psychiatric Neuroimaging (LIM 21), Department of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil. ^[3] Department of Radiology and Oncology, University of São Paulo Medical School, São Paulo, Brazil. ^[4] Department of Radiology and Oncology, University of São Paulo Medical School, São Paulo, Brazil; Department of Radiology, University of North Carolina at Chapel Hill, NC, USA. ^[5] Department of Neurology and Cognitive Disorders Reference Center (CEREDIC), University of São Paulo, São Paulo, Brazil. ^[6] Laboratory of Psychiatric Neuroimaging (LIM 21), Department of Psychiatry, Faculty of Medicine, University of São Paulo, São Paulo, Brazil; Núcleo de Apoio à Pesquisa em Neurociência Aplicada (NAPNA), University of São Paulo, São Paulo, Brazil; Department and Institute of Psychiatry, University of São Paulo, São Paulo, Brazil. ^[7]

主题词老年人(Aged);阿尔茨海默病(Alzheimer Disease);图集(主题)(Atlases as Topic);脑(Brain);脑图(Brain Mapping);女(雌)性(Female);人类(Humans);磁共振成像(Magnetic Resonance Imaging);男(雄)性(Male);正电子发射断层显像术(Positron-Emission Tomography);ROC曲线(ROC Curve);结果可重复性(Reproducibility of Results);体层摄影术, 发射型计算机, 单光子(Tomography, Emission-Computed, Single-Photon)

DOI 10.1016/j.nicl.2017.10.026

PMID 29234599

发布时间 2024-06-05

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NeuroImage. Clinical

2018年17卷

628-641页

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Selecting the most relevant brain regions to discriminate Alzheimer's disease patients from healthy controls using multiple kernel learning: A comparison across functional and structural imaging modalities and atlases.

NeuroImage. Clinical

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NeuroImage. Clinical

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Selecting the most relevant brain regions to discriminate Alzheimer's disease patients from healthy controls using multiple kernel learning: A comparison across functional and structural imaging modalities and atlases.

NeuroImage. Clinical

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NeuroImage. Clinical

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