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Automated localization of the medial clavicular epiphyseal cartilages using an object detection network: a step towards deep learning-based forensic age assessment.

Philipp WespBastian Oliver SabelAndreas MittermeierAnna Theresa StüberKatharina JeblickPatrick SchinkeMarc MühlmannFlorian FischerRandolph PenningJens RickeMichael IngrishBalthasar Maria Schachtner
Published in: International journal of legal medicine (2023)
We demonstrated a robust automated approach for annotating the medial clavicular epiphyseal cartilages. This enables training and testing of deep neural networks for age assessment.
Keyphrases
  • deep learning
  • neural network
  • machine learning
  • high throughput
  • artificial intelligence
  • convolutional neural network
  • label free
  • real time pcr
  • network analysis
  • sensitive detection