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A robust DWT-CNN-based CAD system for early diagnosis of autism using task-based fMRI.

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第一作者： Reem,Haweel

第一单位： BioImaging Laboratory, Department of Bioengineering, University of Louisville, KY, 40208, USA.;Computer Systems Department, Faculty of Computer and Information Sciences, University of Ain Shams, Cairo, 11566, Egypt.

作者： Reem,Haweel ^[1] ; Ahmed,Shalaby ^[2] ; Ali,Mahmoud ^[2] ; Noha,Seada ^[3] ; Said,Ghoniemy ^[3] ; Mohammed,Ghazal ^[4] ; Manuel F,Casanova ^[5] ; Gregory N,Barnes ^[6] ; Ayman,El-Baz ^[7]

作者单位： BioImaging Laboratory, Department of Bioengineering, University of Louisville, KY, 40208, USA.;Computer Systems Department, Faculty of Computer and Information Sciences, University of Ain Shams, Cairo, 11566, Egypt. ^[1] BioImaging Laboratory, Department of Bioengineering, University of Louisville, KY, 40208, USA. ^[2] Computer Systems Department, Faculty of Computer and Information Sciences, University of Ain Shams, Cairo, 11566, Egypt. ^[3] Department of Electrical and Computer Engineering, Abu Dhabi University, Abu Dhabi, 59911, UAE. ^[4] Biomedical Sciences, University of South Carolina, Greenville, SC, 29607, USA. ^[5] Department of Neurology, University of Louisville, Louisville, KY, 40208, USA. ^[6] Department of Bioengineering, University of Louisville, KY, 40208, USA. ^[7]

关键词 ASD BOLD signal CNN DWT K-means task-based fMRI

医学主题词孤独性障碍(Autistic Disorder);脑(Brain);儿童(Child);早期诊断(Early Diagnosis);人类(Humans);磁共振成像(Magnetic Resonance Imaging);小波分析(Wavelet Analysis)

DOI 10.1002/mp.14692

PMID 33378589

发布时间 2024-01-30

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