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A protocol for using attenuated total reflection Fourier-transform infrared spectroscopy for pre-screening ancient bone collagen prior to radiocarbon dating.

Yuichi I NaitoMasako YamaneHiroyuki Kitagawa
Published in: Rapid communications in mass spectrometry : RCM (2021)
This pre-screening protocol can serve as a fast, concise and inexpensive pre-screening tool for determining relative degrees of preservation before collagen extraction and subsequent 14 C dating. The screening power based on the machine learning techniques can be further improved by accumulating the FTIR spectral data of bones.
Keyphrases
  • machine learning
  • randomized controlled trial
  • electronic health record
  • bone mineral density
  • artificial intelligence
  • magnetic resonance imaging
  • computed tomography
  • magnetic resonance
  • bone loss