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Classification of Dementia Severity in Taiwan Based on History-Based Clinical Diagnosis System.

Yun Fah ChangWoan Yee LoiPai-Yi ChiuHuang-Nan Huang
Published in: American journal of Alzheimer's disease and other dementias (2021)
HAICDDS is a reliable and time-saved diagnosis tool in classifying the severity of dementia before undergoing a more in-depth clinical examination. The modified CDR may be indicated for epidemiological study and provide a solid foundation to develop a machine-learning derived screening instrument to detect dementia symptoms.
Keyphrases
  • machine learning
  • mild cognitive impairment
  • cognitive impairment
  • deep learning
  • artificial intelligence
  • big data
  • optical coherence tomography
  • sleep quality