Small Sample Size Learning for Shape Analysis of Anatomical Structures

No abstract is available for this paper.

• Publication year

  2000

• Venue

  International Conference on Medical Image Computing and Computer-Assisted Intervention

• Publication date

  2000-10-11

• Fields of study

  Medicine, Computer Science, Mathematics

• Identifiers
  DOI 10.1007/978-3-540-40899-4_8
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Statistical Learning Theory

  2021influential reference
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  2000cited by this paper
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  2000cited by this paper
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