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Guidance of development, validation, and evaluation of algorithms for populating health status in observational studies of routinely collected data (DEVELOP-RCD).

Wen WangYing-Hui JinMei LiuQiao HeJia-Yue XuMing-Qi WangGuo-Wei LiBo FuSi-Yu YanKang ZouXin Sun
Published in: Military Medical Research (2024)
The establishment of guidance is intended to aid researchers and clinicians in the appropriate and accurate development and application of algorithms for identifying health status from RCD. This guidance has the potential to enhance the credibility of findings from observational studies involving RCD.
Keyphrases
  • machine learning
  • deep learning
  • palliative care
  • high resolution
  • electronic health record
  • mass spectrometry
  • climate change