Machine Learning and Prediction in Fetal, Infant, and Toddler Neuroimaging: A Review and Primer.

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第一作者： Dustin,Scheinost

第一单位： Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Department of Biomedical Engineering, Yale University, New Haven, Connecticut; Department of Statistics and Data Science, Yale University, New Haven, Connecticut; Child Study Center, Yale School of Medicine, New Haven, Connecticut; Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut. Electronic address: dustin.scheinost@yale.edu.

作者： Dustin,Scheinost ^[1] ; Angeliki,Pollatou ^[2] ; Alexander J,Dufford ^[3] ; Rongtao,Jiang ^[3] ; Michael C,Farruggia ^[4] ; Matthew,Rosenblatt ^[5] ; Hannah,Peterson ^[3] ; Raimundo X,Rodriguez ^[4] ; Javid,Dadashkarimi ^[6] ; Qinghao,Liang ^[5] ; Wei,Dai ^[7] ; Maya L,Foster ^[5] ; Chris C,Camp ^[4] ; Link,Tejavibulya ^[4] ; Brendan D,Adkinson ^[4] ; Huili,Sun ^[5] ; Jean,Ye ^[4] ; Qi,Cheng ^[8] ; Marisa N,Spann ^[2] ; Max,Rolison ^[9] ; Stephanie,Noble ^[3] ; Margaret L,Westwater ^[3]

作者单位： Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut; Department of Biomedical Engineering, Yale University, New Haven, Connecticut; Department of Statistics and Data Science, Yale University, New Haven, Connecticut; Child Study Center, Yale School of Medicine, New Haven, Connecticut; Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut. Electronic address: dustin.scheinost@yale.edu. ^[1] Department of Psychiatry, Columbia University Irving Medical Center, New York, New York. ^[2] Department of Radiology and Biomedical Imaging, Yale School of Medicine, New Haven, Connecticut. ^[3] Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut. ^[4] Department of Biomedical Engineering, Yale University, New Haven, Connecticut. ^[5] Department of Computer Science, Yale University, New Haven, Connecticut. ^[6] Department of Biostatistics, Yale School of Public Health, New Haven, Connecticut. ^[7] Departments of Neuroscience and Psychology, Smith College, Northampton, Massachusetts. ^[8] Child Study Center, Yale School of Medicine, New Haven, Connecticut. ^[9]

关键词 Deep learning Electroencephalogy Functional magnetic resonance imaging Functional near-infrared spectroscopy Magnetoencephalography Neonates

主题词儿童(Child);儿童, 学龄前(Child, Preschool);人类(Humans);婴儿(Infant)

DOI 10.1016/j.biopsych.2022.10.014

PMID 36759257

发布时间 2024-05-16

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