Development and validation of the INappropriate solid oral dosaGE form modification aSsessmenT (INGEST) Algorithm using data of patients with medication dysphagia from a neurology ward and nursing home in Singapore.

Poh Leng Tan Wing Lam ChungGrant E SklarKai Zhen Yap Sui Yung Chan

Published in: BMJ open (2022)

The implicit INGEST algorithm has potential for use by clinicians in nursing home and hospital settings for determining suitability of SODF medications for modification. Further studies should be conducted to assess its external validity and utilisation in daily practice for improving clinical outcomes for patients with SODF dysphagia.

Keyphrases

healthcare
machine learning
deep learning
adverse drug
primary care
electronic health record
big data
neural network
palliative care
physical activity
artificial intelligence
acute care
human health
data analysis
climate change