Unsupervised Learning of Shape Complexity: Application to Brain Development

Ahmed Serag, IoannisS. Gousias, Antonios Makropoulos, Paul Aljabar, JosephV. Hajnal, JamesP. Boardman, SerenaJ. Counsell, Daniel Rueckert

Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

Original languageEnglish
Title of host publicationSpatio-temporal Image Analysis for Longitudinal and Time-Series Image Data
EditorsStanley Durrleman, Tom Fletcher, Guido Gerig, Marc Niethammer
PublisherSpringer Berlin Heidelberg
Pages88-99
Number of pages12
Volume7570
DOIs
Publication statusPublished - 2012

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin Heidelberg

Keywords

  • Shape complexity
  • dimension reduction
  • feature selection
  • brain development
  • biomarker extraction
  • neonatal
  • MRI

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